Paper Citation Record · LEDGER

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.21327.

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

pith.paper-citation-record.v1
2607.21327 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:49:28.215373Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d33ed462-e70f-4f08-a917-bd6353caee22 · outbound

This paper cites inside out.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics inside out

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:26.994651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aefde772-d4d8-42f7-a972-51bb71ae0807 · outbound

This paper cites Reference Coverage Analysis of OpenAlex compared to Web of Science and Scopus.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Reference Coverage Analysis of OpenAlex compared to Web of Science and Scopus

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.886193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a232c1c-3752-4738-969d-ab72983f5f85 · outbound

This paper cites Traditional bibliometric approaches remain indispensable because they provide standardized, reproducible, and widely interpretable indicators of scientific activity.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Traditional bibliometric approaches remain indispensable because they provide standardized, reproducible, and widely interpretable indicators of scientific activity

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.384520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e864484-70e0-461d-8a9b-44d4eecceaec · outbound

This paper cites NONE” is a valid output. Output structure: json {.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics NONE” is a valid output. Output structure: json {

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.454737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04e46e4f-429a-4a32-8a6e-c36778c04f2b · outbound

This paper cites Relations with high analytical impact, unusual novelty, low confidence from earlier layers, or potential policy relevance are routed to domain experts.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Relations with high analytical impact, unusual novelty, low confidence from earlier layers, or potential policy relevance are routed to domain experts

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.553347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5558361f-db00-49c0-adeb-4130ad14492f · outbound

This paper cites PubGraph: A Large-Scale Scientific Knowledge Graph.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics PubGraph: A Large-Scale Scientific Knowledge Graph

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.667824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9097b611-dcd7-4106-a4d3-3d04a9e55cdb · outbound

This paper cites Wadden, D., Wennberg, U., Luan, Y., & Hajishirzi, H.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Wadden, D., Wennberg, U., Luan, Y., & Hajishirzi, H

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:28.215373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6d586b-6733-4e64-a5d0-b2425708eac7 · outbound

This paper cites Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study

Reference 260

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:28.039303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db02e62-22dc-43d2-896d-93676de9121a · outbound

This paper cites Bender, E.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Bender, E

Reference 462

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.802516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053932e3-52c3-414a-a5aa-a756268a4929 · outbound

This paper cites Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge

Reference 964

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.937299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39d157a9-0a74-4538-ae7c-29f000d425c8 · outbound

This paper cites OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts

Reference 1260

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:28.125736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e9da95-f471-43f0-a1f0-2f85a84ae9cf · outbound

This paper cites Bai, J., Mosbach, S., Taylor, C.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Bai, J., Mosbach, S., Taylor, C

Reference 1849

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.748958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd3a8f04-be8a-4c4d-84be-034e645650a6 · outbound

This paper cites Closer to our focus, recent work has explored using LLMs to populate knowledge graphs, either by generating triples directly (Ye et al.,.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Closer to our focus, recent work has explored using LLMs to populate knowledge graphs, either by generating triples directly (Ye et al.,

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.074522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bfba9b2-ae92-4658-ac54-347cd0221cab · outbound

This paper cites Multi-agent frameworks like KARMA (Lu et al.,.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Multi-agent frameworks like KARMA (Lu et al.,

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.181732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a62ebf-a053-4f66-99e1-cefdf6781b7a · outbound

This paper cites an unresolved cited work.

From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T07:49:27.274135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.