Triple
T6193683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rankin, Pennsylvania |
E138456
|
entity |
| Predicate | neighboringMunicipality |
P17964
|
FINISHED |
| Object | Munhall, Pennsylvania |
E566997
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Munhall, Pennsylvania | Statement: [Rankin, Pennsylvania, neighboringMunicipality, Munhall, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Munhall, Pennsylvania Context triple: [Rankin, Pennsylvania, neighboringMunicipality, Munhall, Pennsylvania]
-
A.
Munhall, Pennsylvania
chosen
Munhall, Pennsylvania is a borough in Allegheny County near Pittsburgh, historically tied to the steel industry and the Homestead Steel Works.
-
B.
Brookhaven, Pennsylvania
Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Whitehall, Pennsylvania
Whitehall, Pennsylvania is a suburban borough in Allegheny County, just south of Pittsburgh, known for its residential neighborhoods and access to major transportation routes.
-
E.
Milton, Pennsylvania
Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c008ab9b3081908a11b2c744838435 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c062431ae88190a1bf6ca91f3dc690 |
completed | March 22, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640a2faf4819089bfbce9710ed22d |
completed | March 27, 2026, 8:32 a.m. |
Created at: March 22, 2026, 4:19 p.m.