Paper Citation Record · LEDGER

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2502.03080.

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

pith.paper-citation-record.v1
2502.03080 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T06:03:36.280771Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:18:56.209831Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy33
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 445506f6-f4dc-4ede-8d97-a62b5134500f · outbound

This paper cites an unresolved cited work.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T06:03:37.288087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d0f3879-294c-46be-9ab5-7b3f111ddbfe · outbound

This paper cites ”e y e e” Concatenate the letters.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates ”e y e e” Concatenate the letters

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.280239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c9ed41f2-aea8-49b6-8664-7e705cad6ada · outbound

This paper cites The last letter is ”e”.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The last letter is ”e”

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.257787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a4716e0-6a70-4e2e-a0fe-fd8d6e427ce6 · outbound

This paper cites The last letter is ”e”.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The last letter is ”e”

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.249825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a05da83b-5768-4f9f-954f-726898737bbf · outbound

This paper cites The last letter is ”e”.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The last letter is ”e”

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.272726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d411df03-5995-44b2-9b4c-a7f8dc3c3528 · outbound

This paper cites The last letter is ”y”.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The last letter is ”y”

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.265485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bf04290d-3421-4159-ad8c-b83613ba04ef · outbound

This paper cites The last letters ”e”, ”y”, ”e”, ”e”Concatenate the letters ”e”, ”y”, ”e”, ”e”in the order they were obtained.The concatenated result is”eyee”.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The last letters ”e”, ”y”, ”e”, ”e”Concatenate the letters ”e”, ”y”, ”e”, ”e”in the order they were obtained.The concatenated result is”eyee”

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.241784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1396be8e-2718-4a75-9a31-0eb3b389830e · outbound

This paper cites an unresolved cited work.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T06:03:37.232684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f253014-5463-48e3-bd3a-bd5d33f6742d · outbound

This paper cites Subtract 10 days from the given date.The date 10 days before10/16/1924.To find the date 10 days before 10/16/1924, we need to count backwards day by day.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Subtract 10 days from the given date.The date 10 days before10/16/1924.To find the date 10 days before 10/16/1924, we need to count backwards day by day

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.119275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95c9441e-8310-4300-b88c-2e9f63315beb · outbound

This paper cites Bob has The Great Gatsby.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Bob has The Great Gatsby

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.038849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41ae8f50-d0ed-48c2-af77-6ced8695e225 · outbound

This paper cites Bob and Claire swap books.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Bob and Claire swap books

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.030860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 952e780d-b0d2-46cc-ac6c-4e2e5caad0cb · outbound

This paper cites No more swaps.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates No more swaps

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.021655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6fd90567-e194-42de-a43e-ba2ce780187f · outbound

This paper cites Alice now has The Odyssey,Bob now has The Great Gatsby.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Alice now has The Odyssey,Bob now has The Great Gatsby

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.013683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd5cbb48-98d5-4288-8527-2b6ce755d29f · outbound

This paper cites Swap the books betweenAlice and Claire.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Swap the books betweenAlice and Claire

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.004845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 973dd620-c676-4ab3-8ec0-6642bde0311a · outbound

This paper cites Bob now hasThe Odyssey,Claire now has The Great Gatsby.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Bob now hasThe Odyssey,Claire now has The Great Gatsby

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.995108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4046bf77-3e20-4c37-a17c-89b94404bd2c · outbound

This paper cites Jamal has 52 - 8 = 44 apples.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Jamal has 52 - 8 = 44 apples

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.907917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9906e02f-bea4-4b69-ac17-087f00f25994 · outbound

This paper cites Jamal has 44 + 4 = 48 bananas.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Jamal has 44 + 4 = 48 bananas

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.765025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 56c81eab-cf0a-4f4d-b702-93638dd863ab · outbound

This paper cites Andrea has 48 / 2 = 24 bananas.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Andrea has 48 / 2 = 24 bananas

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.755258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 633eb659-c123-4401-9586-644fce61f3a5 · outbound

This paper cites There are168fruits in total.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates There are168fruits in total

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.745980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 98189cf8-993f-4ea8-bf99-80f80b80ac33 · outbound

This paper cites The main idea of the question is thatthe man had difficulty keeping trackof conversations that he didn’t do something to.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The main idea of the question is thatthe man had difficulty keeping trackof conversations that he didn’t do something to

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.737039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2982f3a3-0558-49bc-96fe-ca6c2dbdb877 · outbound

This paper cites The missing word in the question is ”initiate”.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The missing word in the question is ”initiate”

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.728044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 158328ff-8787-4af8-9f58-83337263de66 · outbound

This paper cites The answer to the question is(A)initiate.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The answer to the question is(A)initiate

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.718142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95557374-4fbf-4265-9406-f682f972d814 · outbound

This paper cites Analyze the phrase to determinewhat aspect of conversation theman struggles with.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Analyze the phrase to determinewhat aspect of conversation theman struggles with

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.708413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 54141069-49a1-4d06-9ed8-1d1d6f5b2c73 · outbound

This paper cites (A) initiate.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates (A) initiate

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.699046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cf90a5c0-f170-4344-b694-c27c6a8a1d05 · outbound

This paper cites Determine which action fromthe answer choices would be mostdifficult for someone who cannotkeep track of conversations.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Determine which action fromthe answer choices would be mostdifficult for someone who cannotkeep track of conversations

Reference 28

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T06:03:36.689991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ceab022e-eb0f-4f3d-b531-9998c412a631 · outbound

This paper cites an unresolved cited work.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-09T06:03:36.568349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d05ea88a-72e2-439a-b6b3-c02d62f3090b · outbound

This paper cites an unresolved cited work.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T06:03:36.488491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6c897170-7e73-446b-aeb2-579276a5198e · outbound

This paper cites an unresolved cited work.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T06:03:36.458244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6b73f78-6000-4fc9-b9e6-3ebbe92af892 · outbound

This paper cites So, the current date and time, 36 hours before 2015, is 12 : 00(noon) on December 31, 2014.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates So, the current date and time, 36 hours before 2015, is 12 : 00(noon) on December 31, 2014

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.449477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation af6a6111-6ab8-4d72-b980-7662878820ae · outbound

This paper cites Therefore, among A through F, the answer is (B) 01/01/2015.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Therefore, among A through F, the answer is (B) 01/01/2015

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.440664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a3c2f597-074c-41b2-95c6-cb747347b81e · outbound

This paper cites • Action: Assess the likelihood of outdoor activity based on known biographical information.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates • Action: Assess the likelihood of outdoor activity based on known biographical information

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.432147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0211f6c4-94c9-4f4f-b5c9-acbc1d940e4a · outbound

This paper cites • Action: Correlate outdoor activity with sunlight expo- sure.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates • Action: Correlate outdoor activity with sunlight expo- sure

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.421886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2ddbacf2-1a48-44a0-bb0c-4ddb197e9f88 · outbound

This paper cites • Action: Relate sunlight exposure to vitamin D synthe- sis.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates • Action: Relate sunlight exposure to vitamin D synthe- sis

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.413132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6afb5541-4048-4d22-8978-60fc1a9c648a · outbound

This paper cites • Action: Infer the likelihood of vitamin D deficiency based on the correlation between outdoor activity, sun- light exposure, and vitamin D synthesis.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates • Action: Infer the likelihood of vitamin D deficiency based on the correlation between outdoor activity, sun- light exposure, and vitamin D synthesis

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.403256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c69fa575-c5e4-4982-a771-c0c6534261e7 · outbound

This paper cites The French Defense, on the other hand, is a chess opening that begins with the moves:.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The French Defense, on the other hand, is a chess opening that begins with the moves:

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.393950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fedd99f7-0574-4775-8aee-334ea59f475a · outbound

This paper cites The French Defense does not immediately contest the e5 square, which is a key com- ponent of setting up the Scholar’s Mate.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates The French Defense does not immediately contest the e5 square, which is a key com- ponent of setting up the Scholar’s Mate

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.383722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e0b486a-ecec-4caf-90b1-9df1ea271d32 · outbound

This paper cites If White tries to set up the Scholar’s Mate anyway:.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates If White tries to set up the Scholar’s Mate anyway:

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.374370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8991dc10-84d6-4c1c-b4bd-8b971152b9a0 · outbound

This paper cites Qh5 Black can now defend easily because the move ...e6 has already prevented the bishop from coming to c4 to attack the f7 square.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Qh5 Black can now defend easily because the move ...e6 has already prevented the bishop from coming to c4 to attack the f7 square

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:36.352363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eff364a3-5642-4786-af04-f83f037dff44 · outbound

This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Retrieval Augmentation Reduces Hallucination in Conversation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T06:03:35.985708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa8556a-5352-4101-91b1-d2225ec58d9d · outbound

This paper cites In The Eleventh Interna- tional Conference on Learning Representations.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates In The Eleventh Interna- tional Conference on Learning Representations

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T06:03:37.296020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f88acca-01d4-4eee-ab54-a94162c95d28 · outbound

This paper cites Rethinking Interpretability in the Era of Large Language Models.

IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Rethinking Interpretability in the Era of Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T06:03:35.989821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4fa384c9-bc38-4d5f-95a5-ae6fdd64521d · inbound

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models cites this paper.

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:56.209831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.