Pith. sign in

Paper Citation Record · LEDGER

Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2505.13376.

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

pith.paper-citation-record.v1
2505.13376 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:59:20.964158Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T02:30:54.948344Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 70e55a84-3494-412c-870a-395a8ef664e5 · inbound

BT-TL-DMPs: A Novel Robot TAMP Framework Combining Behavior Tree, Temporal Logic and Dynamical Movement Primitives cites this paper.

BT-TL-DMPs: A Novel Robot TAMP Framework Combining Behavior Tree, Temporal Logic and Dynamical Movement Primitives Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:20.964158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:20.964158Z digest=sha256:3888e40a757c4b89774f5682f4ff68dbb1ea652725c789156e187757f2c967ff

Observation bd8b472d-674c-4678-bf00-e1aa4e4a00e7 · inbound

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis cites this paper.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T00:33:27.643941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:27.643941Z digest=sha256:b4dd92903f24ea04b4fdb22668c355200af914291ceef232cd6be035c6dc3098

Observation 6a847459-268f-401d-8bde-c8eceb361837 · inbound

Melding LLM and temporal logic for reliable human-swarm collaboration in complex scenarios cites this paper.

Melding LLM and temporal logic for reliable human-swarm collaboration in complex scenarios Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:30:54.953578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-11T02:29:37.725346Z digest=sha256:29b8fb13494d6f73ac3bb7cc1f456c7a35f3c58bd6be6797cdc6cd46751921dc

Observation 98ae3e23-cfb6-454a-bb29-b327b01c5527 · inbound

Staying on Spec: Real-Time Monitoring under Uncertainty with a Maritime Case Study cites this paper.

Staying on Spec: Real-Time Monitoring under Uncertainty with a Maritime Case Study Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T00:46:59.022826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T00:46:59.022826Z digest=sha256:20f290f228c63014404405d59a2df0c138ebf72beacaeedd9bc6889009225d8c