Paper Citation Record · LEDGER

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.02730.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.02730 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:22:08.123299Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact11
verified fuzzy13
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72731f5f-3c3a-40da-b596-292cf7d11855 · outbound

This paper cites & Werthimer, D.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Werthimer, D

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:22:09.834524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c496dc36-bf12-4e8b-b992-a6ff96dd09cd · outbound

This paper cites & Elliott, J.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Elliott, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.985310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdf62b8b-0c02-46e1-af86-db96b2131dbf · outbound

This paper cites (1973) The Zoo Hypothesis.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (1973) The Zoo Hypothesis

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:04.087824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf445d11-1b26-4a0d-a4c1-572529b636ac · outbound

This paper cites (2011) Dysonian approach to SETI: A fruitful middle ground? JBIS - Journal of the British Interplanetary Society 64, 156--161.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2011) Dysonian approach to SETI: A fruitful middle ground? JBIS - Journal of the British Interplanetary Society 64, 156--161

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.974579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26b3551b-01c0-4692-9245-476a181d6f67 · outbound

This paper cites (2014) The search for extraterrestrial intelligence: Should we message ET? Journal of the British Interplanetary Society 67(1), 8--16.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2014) The search for extraterrestrial intelligence: Should we message ET? Journal of the British Interplanetary Society 67(1), 8--16

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.964142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6af43dcb-1da8-455e-940d-f02ad0ee8bf5 · outbound

This paper cites Language Models are Few-Shot Learners.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Language Models are Few-Shot Learners

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:04.421248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df59bf24-dfee-4aac-8f69-d7e5f3d16ef1 · outbound

This paper cites (2016) Alien mindscapes---A perspective on the search for extraterrestrial intelligence.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2016) Alien mindscapes---A perspective on the search for extraterrestrial intelligence

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:22:09.762784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c49f402-2ed1-4e02-8ad5-2cdbfe70f9ef · outbound

This paper cites Edge Detection and Deep Learning Based SETI Signal Classification Method.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Edge Detection and Deep Learning Based SETI Signal Classification Method

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:22:09.680108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f82f7d6-b9dc-4765-87bd-d4032388feab · outbound

This paper cites & Morrison, P.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Morrison, P

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:04.714637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76cb9ad6-f45f-44b3-9447-8a69d68f4b7c · outbound

This paper cites Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:22:09.662718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f32f7489-9c84-48cd-8212-2b320c333c42 · outbound

This paper cites & Schulze-Makuch, D.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Schulze-Makuch, D

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:04.905600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f79f09-d9e5-41ad-8b23-f1a17c537fda · outbound

This paper cites Language Modeling Is Compression.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Language Modeling Is Compression

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:05.038879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ccf08f-5534-4616-8cbe-f6394803b639 · outbound

This paper cites (1961) Project Ozma.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (1961) Project Ozma

Reference 13

Resolution: verified exact; doi, observed 2026-08-07T11:22:09.423289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 817c41bd-8822-4c9b-93d4-90b511d6d41f · outbound

This paper cites DeBoer, D.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models DeBoer, D

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:05.227437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89277feb-2e8f-4ee4-a464-9fc96d235421 · outbound

This paper cites (2016) The Galactic Club or Galactic Cliques? Exploring the limits of interstellar hegemony and the Zoo Hypothesis.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2016) The Galactic Club or Galactic Cliques? Exploring the limits of interstellar hegemony and the Zoo Hypothesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:05.331865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629df250-2581-4baa-8d37-b7791496add1 · outbound

This paper cites & Ritter, M.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Ritter, M

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:05.527355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce18cac-80b7-4efc-b08b-8f0632d179b0 · outbound

This paper cites & Marvel, K.B.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Marvel, K.B

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:05.714467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa7e1c5-bc24-4a75-9781-27a65e5cb8b1 · outbound

This paper cites & Ellingsen, S.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Ellingsen, S

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:05.814698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5280f4-74f1-403b-8f0c-76fe99dbc11a · outbound

This paper cites Machine Vision and Deep Learning for Classification of Radio SETI Signals.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Machine Vision and Deep Learning for Classification of Radio SETI Signals

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:22:09.550951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f7b827c-6d9a-4526-8e62-e6521b45888d · outbound

This paper cites & Choi, Y.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Choi, Y

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.952117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation da02c0f1-57f6-4349-a4a7-6a86b506d82c · outbound

This paper cites & Mohamed, A.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Mohamed, A

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:06.055119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3530c6b2-85d4-4a6c-82c4-3b4359f0cf57 · outbound

This paper cites & Fung, P.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Fung, P

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:06.125104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11748e6c-e96f-455a-824d-2b5c51ee30bb · outbound

This paper cites (2023) XC763801: Phylloscopus trochilus birdsong recording.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2023) XC763801: Phylloscopus trochilus birdsong recording

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.940682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ab665aae-1b53-4256-b3af-fb59c29f99d4 · outbound

This paper cites & Khudanpur, S.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Khudanpur, S

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:06.285641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4dcd9c8-1366-402b-9429-83a7e4de8b25 · outbound

This paper cites (1994) The Tantalizing “WOW!” Signal.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (1994) The Tantalizing “WOW!” Signal

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.925797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3d7e31a-9465-4c47-a7fe-5c632d64b56b · outbound

This paper cites & Goldberg, Y.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Goldberg, Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.914567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a37fa1b9-e442-4064-b58e-e1edf2fa9c0a · outbound

This paper cites Available at: https://librivox.org/pages/about-librivox/.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Available at: https://librivox.org/pages/about-librivox/

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.904003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8443a075-6389-4fbf-80d2-d2066caa5580 · outbound

This paper cites & Liang, P.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Liang, P

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:06.606991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6037e1f6-8889-4edc-870b-2e2f6d4ec688 · outbound

This paper cites Model selection for deep audio source separation via clustering analysis.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Model selection for deep audio source separation via clustering analysis

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:22:09.369911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9865875-5b04-40d3-8ee2-907fbbcdcff4 · outbound

This paper cites an unresolved cited work.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:06.794625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a74db036-da6e-4de6-8e55-602df09eb609 · outbound

This paper cites (2015) Design for minimum energy in interstellar communication.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2015) Design for minimum energy in interstellar communication

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T11:22:09.348257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf271215-039d-404a-9843-890a4bff5925 · outbound

This paper cites (2023) Mistral 7B.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2023) Mistral 7B

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.892501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 54912236-fadb-404e-ad1f-f1e1f5bdb23f · outbound

This paper cites Navy (2021) SanctSound Raw Passive Acoustic Data.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models Navy (2021) SanctSound Raw Passive Acoustic Data

Reference 33

Resolution: verified exact; doi, observed 2026-08-07T11:22:09.098089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a8a25ca-6802-49ad-b759-ec03cba85430 · outbound

This paper cites GPT-4 Technical Report.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models GPT-4 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.142863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 942b3adc-3516-426a-aec8-457dae0a68c5 · outbound

This paper cites & Schafer, R.W.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Schafer, R.W

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.879507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c778f923-1bd5-434b-8739-9b56c73d01f9 · outbound

This paper cites & Sutskever, I.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Sutskever, I

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.868237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c2106b2-01a7-4b69-a4c4-d35633d6bf8a · outbound

This paper cites (1948) A mathematical theory of communication.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (1948) A mathematical theory of communication

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.857981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8dab580-4895-4572-bab1-138ea1b9805d · outbound

This paper cites & Worden, S.P.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Worden, S.P

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.459069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cee9bdf-e4b6-4b81-9691-66ff0eb7462a · outbound

This paper cites (2011) Project Ozma: The birth of observational SETI.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2011) Project Ozma: The birth of observational SETI

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T11:22:08.851931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a675e7e0-f270-4677-8d59-75923895d350 · outbound

This paper cites & van Leeuwen, J.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & van Leeuwen, J

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.623674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d9cb5f-803e-4b1e-a8ef-6cac6505863d · outbound

This paper cites & Zic, A.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Zic, A

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.715963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 200aed54-8db0-4d03-a335-3b11099df290 · outbound

This paper cites (2001) The search for extraterrestrial intelligence (SETI).

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models (2001) The search for extraterrestrial intelligence (SETI)

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.788314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 509c393e-c0ed-482e-a18f-d8f1601180ed · outbound

This paper cites & Engel, T.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Engel, T

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.876931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b9b6f27-82f4-45e3-a57c-e0bbc3ca4490 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:07.959583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6c7fd8-e386-4268-974f-85f0d381127a · outbound

This paper cites E.H., Hashimoto, T., Vinyals, O., Liang, P., Dean, J.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models E.H., Hashimoto, T., Vinyals, O., Liang, P., Dean, J

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:22:09.847404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 122add45-2547-433e-8198-b9ecee4c3f65 · outbound

This paper cites & Oman-Reagan, M.P.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Oman-Reagan, M.P

Reference 46

Resolution: verified exact; doi, observed 2026-08-07T11:22:08.675309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb009d3b-2f66-4ff8-bc6a-76cdebd71f2e · outbound

This paper cites & Dai, L.R.

An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models & Dai, L.R

Reference 47

Resolution: verified exact; doi, observed 2026-08-07T11:22:08.388052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.