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Paper Citation Record · LEDGER

Sentiment trading with large language models

As of 21 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2412.19245.

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

pith.paper-citation-record.v1
2412.19245 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:50:57.952378Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T19:35:11.289439Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:37:25.599043Z

Reference resolution

25 of 25 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved17
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a31dc57-905f-4399-a403-065f43a89966 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.863052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.863052Z digest=sha256:345ab5eb093b8c44a911c03bd4ade58a2bc63e21061e6434363d232b8580961e

Observation e4689b31-4314-4ffa-ada1-fff5c328b2be · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.873591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.873591Z digest=sha256:6e0c92ba532d2fa6e2e0ad34099f984117bfc8aaf43dc6a074f140b4a8a1b23f

Observation d0590e35-d89b-4f7b-89d5-44d6d63199ff · outbound

This paper cites In: Burstein, J., Doran, C., Solorio, T.

Sentiment trading with large language models In: Burstein, J., Doran, C., Solorio, T

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.891022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.891022Z digest=sha256:6df6a68977b4189020a3b19a3793ed545700f598e51b11f2260724c63dea6224

Observation d61fa0be-a497-46aa-947c-fbe46cbc6b71 · outbound

This paper cites dictionary methods.

Sentiment trading with large language models dictionary methods

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.898618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.898618Z digest=sha256:af061e9b4bd705f2e3f8d9c31a1ca6b49b592bcd3eecc782e73bb176842c4c58

Observation 1c8f891b-5619-4a5f-a7fa-7e852bcc85e3 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 15

Resolution
verified exact
doi, observed 2026-08-11T00:50:58.046120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T00:50:57.914861Z digest=sha256:f5caf01460aba3629a9ec4f0c67fe63aa45246a9f5ec3c9504faa0b58b21c477

Observation 62579c14-22be-435b-b657-b91046c525a5 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-08-11T00:50:58.029070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T00:50:57.922468Z digest=sha256:9e3e858e630e0f74d96f9ebfd82d54dbc99bd2904ed0ff658936aa1447105adb

Observation 827df71a-4d89-48b4-a57e-2a22a00b7f9c · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.929387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.929387Z digest=sha256:0e17782d110d045ee351fec8dbd8ce04e339c2f7e6be7f1df6aeaed3173dbd01

Observation 04fca072-7223-4d7e-8147-2e8cf8490149 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.933148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.933148Z digest=sha256:3b398989681e7a17289de8e44374735a2783b0dae8c644765eca7e0b33e250f1

Observation 435a712c-a27a-4322-8dbe-3e0b8352d2f5 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.940918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.940918Z digest=sha256:88165c33f2f5f52f403247b55e57f4b5dee1921fb7e459b6b6bc986b454177ab

Observation daf23429-6178-40df-a36e-1d808ba179ca · outbound

This paper cites In: Liu, Q., Schlangen, D.

Sentiment trading with large language models In: Liu, Q., Schlangen, D

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.948490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.948490Z digest=sha256:3fb419bc56813400f729b809c5ff4a48e88a7a632d3b953c0b01243f4462b590

Observation 34ab6aa1-f12d-471f-aa90-49f6fde7b7e0 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Sentiment trading with large language models OPT: Open Pre-trained Transformer Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.952378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.952378Z digest=sha256:41047e7211cfb749cb3230703ab8e69319a03ba52d0e22ccf53393aae8f652eb

Observation c533d262-5c61-4ce4-98ad-3d6d56483285 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 1993

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:50:57.894559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.894559Z digest=sha256:1ed37745a60696da7b5135dcedc8617562a65c0483d9548ee5eadcbcbae34933

Observation 34c39f89-efbf-4211-9e39-8a8e2969e045 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 1997

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.887233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.887233Z digest=sha256:10882a66bbea3ed80471ba593efea76a1790ecc5cf78394403694b7041e6bdb1

Observation 815bfa01-6f44-4eeb-aeb9-9780bfc651a1 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2006

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:50:57.866924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.866924Z digest=sha256:b63eeb99f6580c6952a143d0439894ea82fc91a5e7dc25a3faa8e01ba990812b

Observation 7915d842-7ae4-4729-ab22-8a2b7ba67c23 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2007

Resolution
malformed identifier
no resolver link, observed 2026-08-11T00:50:57.944815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.944815Z digest=sha256:03608f47545aff57ef284d16b2736b65842f651e38c1fbe25d0529e0990c6b7b

Observation 14d9be2d-5ce1-401a-8070-2f6b1320d28b · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2011

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.926043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.926043Z digest=sha256:d97134ed2f264065a4beb1e82d6c7d8df6424c26635bf8a882924cd99ea7637d

Observation 947d5f5f-5f59-49d8-b2f0-aec8b300b1cf · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2013

Resolution
verified exact
doi, observed 2026-08-11T00:50:58.064594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T00:50:57.902282Z digest=sha256:2957aadf91960613dc2b1663ed7e4f4eef6f17f182a0ba083a4693047c841de6

Observation 8ff52a48-1c59-46c6-8e99-e7566b16dc91 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.877213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.877213Z digest=sha256:dfcd14784f4e34a1482088f50a9b19a9de61cd4b62e63c5282da3d35f62d9539

Observation 358590ac-b63b-4dac-b539-496b4f244482 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

Sentiment trading with large language models Understanding intermediate layers using linear classifier probes

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.859341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.859341Z digest=sha256:709ab56a0c5d9c81693d4a7dcccb0db900f89110290d0ee7804dc1a8418e47b5

Observation 83a2fb4b-9d4c-4b16-a5f2-373e38e4c7c3 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2017

Resolution
verified exact
doi, observed 2026-08-11T00:50:58.010667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T00:50:57.936636Z digest=sha256:2d86242c1f54634a968c2bc8c9a4ea55e9d7ff880047358b8a2414b6ade77780

Observation 0ea548d5-3b0c-41a6-85fb-72d39e89c61e · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.906638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.906638Z digest=sha256:8fc2126ee45bc88301f4157fecee0efc699b27190339c97a0870a9288fdce38a

Observation f58f52b0-df51-49be-bf60-38598b74626a · outbound

This paper cites SSRN 3446225.

Sentiment trading with large language models SSRN 3446225

Reference 2019

Resolution
verified exact
doi, observed 2026-08-11T00:50:58.099550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T00:50:57.870290Z digest=sha256:7eb21e354f56994a17718a3f1a1227aa36620f5be0eab42db45d52ac4361c64d

Observation c40511dc-7456-49ed-b6cc-e790d33cfb74 · outbound

This paper cites SSRN 3389884.

Sentiment trading with large language models SSRN 3389884

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.918895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.918895Z digest=sha256:6f88d6921f2e2704ca68787437cbd98195451c59b240682aab22c0ee81f95076

Observation ff67134e-b754-426b-8822-3b1c1c79e3a9 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.855292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.855292Z digest=sha256:7077baf613e42c4ac8573876e43c60dce53b825000977a9737343098cf14f19a

Observation df435a7c-774b-4f73-93d1-5593521d8e61 · outbound

This paper cites an unresolved cited work.

Sentiment trading with large language models Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-11T00:50:57.910199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T00:50:57.910199Z digest=sha256:645ecbdc0ec5cb27b0455f0cbe75d8067f28675678a63bef1343127e42277b35

Pith citing papers

Observation 50699f31-4db3-47bc-8e4c-d6e98dfb16d8 · inbound

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems cites this paper.

Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems Sentiment trading with large language models

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-02T21:37:25.600515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-27T19:35:11.289439Z digest=sha256:159d604645b76c95bc95486a2a9dca5ff9cf02798ecd35ab70e22dcefe1336f2