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Paper Citation Record · LEDGER

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling

As of 10 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2507.11272.

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

pith.paper-citation-record.v1
2507.11272 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:16:13.844616Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

14 of 14 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23992704-e07c-43c8-a995-542bc801f25e · outbound

This paper cites Journal of Chemical Education 100(8), 2965–2971 (Aug 2023).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling Journal of Chemical Education 100(8), 2965–2971 (Aug 2023)

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:11.641703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:11.641703Z digest=sha256:149fc7fcfb1a3aeee240709be598d233f3b2eebb0fe996077641592a548f1531

Observation 5a1340ec-e878-452c-a2ec-dbf178f57d5e · outbound

This paper cites In: Proceed- ings of the 1st ACM Workshop on AI-Powered Q&A Systems for Mul- timedia.

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling In: Proceed- ings of the 1st ACM Workshop on AI-Powered Q&A Systems for Mul- timedia

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:11.830306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:11.830306Z digest=sha256:80bcde2d92020d0937e85082d080daecd9cc0ad43dc1d1d4c62f95b47ad35973

Observation 45f30c8a-f53d-4f9f-855f-d84a5b6a4063 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling Unresolved cited work

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:16:15.115240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:16:12.034541Z digest=sha256:ba09e6b10233bd26c919dc51acc4b0144fba4b47aa74d9f006f6a4718529add6

Observation fccc8f83-342a-4296-89d1-d22dd986bf9c · outbound

This paper cites In: Proceedings of the 34th Inter- national Conference on Neural Information Processing Systems.

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling In: Proceedings of the 34th Inter- national Conference on Neural Information Processing Systems

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:16:15.647230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:16:12.240190Z digest=sha256:73c91586ce4f80890363556c6facd0941396b8d212456313dc089d2c2c24d24d

Observation d1933aae-827a-4ea2-beb0-9bbc160decd5 · outbound

This paper cites Computers and Education: Artificial Intelligence 8, 100417 (Jun 2025).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling Computers and Education: Artificial Intelligence 8, 100417 (Jun 2025)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:12.388893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:12.388893Z digest=sha256:76d79bd124d5b0abe44006668b29a3d747ecbcc63ba63865c777c32624759845

Observation 7c9f7f5a-4b59-4a70-98dc-78d0c93d3b28 · outbound

This paper cites GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning.

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:12.525610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:12.525610Z digest=sha256:6b7ed412e331fc49f375a9d32620fa737001a0c3b9bd20ed6c7719b0bb2d89f1

Observation 1813cc4c-2064-4bb6-ac6a-55157bc45ccd · outbound

This paper cites In: 2024 IEEE 20th International Con- ference on Automation Science and Engineering (CASE).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling In: 2024 IEEE 20th International Con- ference on Automation Science and Engineering (CASE)

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:12.726608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:12.726608Z digest=sha256:c9dee6b8d18e759202ab173d789395ac78e17582d6d3a9c395bd1e52fa375540

Observation a4282663-eb8e-4874-b34b-0bf6a455126d · outbound

This paper cites IEEE Access 12, 142733–142759 (2024).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling IEEE Access 12, 142733–142759 (2024)

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:12.931998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:12.931998Z digest=sha256:b849323603064943e6643012be90037400108b94e95794ee5a2f4efdb243dafe

Observation 7d4c1975-8e16-4985-b029-54ffd49da5bd · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:13.078902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:13.078902Z digest=sha256:41cc849adcbf4921bc99a1a27c80fa7e5a745315e0e6167cb0abc040f60be487

Observation ba7a8cef-e3c4-4510-b71e-716fdd88388e · outbound

This paper cites Foundations and Trends ® in Information Re- trieval 3(4), 333–389 (Dec 2009).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling Foundations and Trends ® in Information Re- trieval 3(4), 333–389 (Dec 2009)

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:13.246307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:13.246307Z digest=sha256:78fa493f9cc060a858dd5a079803ca53b50f0820fbe40af9b97a4a491c4a1427

Observation 3ee12392-e80f-4791-a9e9-6158cb974efb · outbound

This paper cites Empirical Software Engineering14(2), 131 (Dec 2008).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling Empirical Software Engineering14(2), 131 (Dec 2008)

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:13.427174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:13.427174Z digest=sha256:d5bbf07babb2a13c76aecf316f589230c0fa257a9cde6d28711cf48572a672f4

Observation 7a4b2f31-8e69-4cb9-a22e-f1eedfbec9eb · outbound

This paper cites In: 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling In: 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN)

Reference 12

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:16:14.531293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:16:13.552930Z digest=sha256:3affbc563e26f352ba2f72a11e70487955b82565669d889f7dd7fc2ccb4f9379

Observation e7b79140-96aa-42a4-846d-2eceb4eeb9e0 · outbound

This paper cites In: Advances in Neural Information Processing Systems.

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling In: Advances in Neural Information Processing Systems

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:16:15.434751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T17:16:13.701027Z digest=sha256:ed78b0c30505f2bda895538a1698277e4709731ae5516d86adcedeb55f399b95

Observation 76a04d85-cf66-4770-b403-dea04b13f57c · outbound

This paper cites ECNU Review of Educa- tion 6(3), 355–366 (Aug 2023).

An Empirical Study of Multi-Agent RAG for Real-World University Admissions Counseling ECNU Review of Educa- tion 6(3), 355–366 (Aug 2023)

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T17:16:13.844616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:16:13.844616Z digest=sha256:95b191b1b37145e75934121119f7eb117d68cf52cb486e4dcb64b772a7005fed

Pith citing papers

No inbound Pith citation observations are available.