Triple
T11342274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ligonier Valley |
E268629
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
North Vandergrift, Pennsylvania
North Vandergrift, Pennsylvania is a small residential community in Westmoreland County known for its location along the Kiskiminetas River in western Pennsylvania.
|
E921235
|
NE FINISHED |
How this triple was built (4 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: North Vandergrift, Pennsylvania | Statement: [Ligonier Valley, containsSettlement, North Vandergrift, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Vandergrift, Pennsylvania Context triple: [Ligonier Valley, containsSettlement, North Vandergrift, Pennsylvania]
-
A.
Vandergrift, Pennsylvania
Vandergrift, Pennsylvania is a small borough in Westmoreland County known historically as a planned steel town along the Kiskiminetas River.
-
B.
North Braddock, Pennsylvania
North Braddock, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a steel mill community and residential area adjacent to the Monongahela River.
-
C.
West Mifflin, Pennsylvania
West Mifflin, Pennsylvania is a suburban borough near Pittsburgh best known as the home of the historic Kennywood amusement park and a mix of residential, commercial, and industrial areas.
-
D.
Wilmerding, Pennsylvania
Wilmerding, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a company town for the Westinghouse Air Brake Company.
-
E.
Southview, Pennsylvania
Southview, Pennsylvania is a small unincorporated community located within Cecil Township in Washington County, in the southwestern part of the state.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: North Vandergrift, Pennsylvania Triple: [Ligonier Valley, containsSettlement, North Vandergrift, Pennsylvania]
Generated description
North Vandergrift, Pennsylvania is a small residential community in Westmoreland County known for its location along the Kiskiminetas River in western Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Vandergrift, Pennsylvania Target entity description: North Vandergrift, Pennsylvania is a small residential community in Westmoreland County known for its location along the Kiskiminetas River in western Pennsylvania.
-
A.
Vandergrift, Pennsylvania
chosen
Vandergrift, Pennsylvania is a small borough in Westmoreland County known historically as a planned steel town along the Kiskiminetas River.
-
B.
North Braddock, Pennsylvania
North Braddock, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a steel mill community and residential area adjacent to the Monongahela River.
-
C.
West Mifflin, Pennsylvania
West Mifflin, Pennsylvania is a suburban borough near Pittsburgh best known as the home of the historic Kennywood amusement park and a mix of residential, commercial, and industrial areas.
-
D.
Wilmerding, Pennsylvania
Wilmerding, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a company town for the Westinghouse Air Brake Company.
-
E.
Southview, Pennsylvania
Southview, Pennsylvania is a small unincorporated community located within Cecil Township in Washington County, in the southwestern part of the state.
- F. None of above.
Provenance (5 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea1e360c8190a02d1e2d1d6f4b5d |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58b7033448190b848ccd3712c0b0e |
completed | April 20, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69e59323c5948190bc2c9512f7b0a54f |
completed | April 20, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e599c53704819097c0fdbbfbbb1e87 |
completed | April 20, 2026, 3:13 a.m. |
Created at: April 8, 2026, 9:33 p.m.