Triple
T22156314
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Township, Allegheny County, Pennsylvania |
E547546
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Wexford (unincorporated community)
Wexford is an unincorporated suburban community in Allegheny County, Pennsylvania, known for its residential neighborhoods, shopping centers, and proximity to the Pittsburgh metropolitan area.
|
E1522191
|
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: Wexford (unincorporated community) | Statement: [Marshall Township, Allegheny County, Pennsylvania, hasSubdivision, Wexford (unincorporated community)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wexford (unincorporated community) Context triple: [Marshall Township, Allegheny County, Pennsylvania, hasSubdivision, Wexford (unincorporated community)]
-
A.
Village of Waterford
The Village of Waterford is a small incorporated community in Racine County, Wisconsin, known for its residential character and proximity to the Fox River.
-
B.
Town of Ward
The Town of Ward is a small rural municipality located in Allegany County in western New York State.
-
C.
Town of Wirt
The Town of Wirt is a small rural municipality in Allegany County in western New York State, known for its quiet countryside and low population density.
-
D.
Ferryville
Ferryville is the former name of the Tunisian town now known as Menzel Bourguiba, a naval and industrial center in northern Tunisia.
-
E.
Village of Frankford
The Village of Frankford is a former small Ontario community that was amalgamated into the City of Quinte West.
- 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: Wexford (unincorporated community) Triple: [Marshall Township, Allegheny County, Pennsylvania, hasSubdivision, Wexford (unincorporated community)]
Generated description
Wexford is an unincorporated suburban community in Allegheny County, Pennsylvania, known for its residential neighborhoods, shopping centers, and proximity to the Pittsburgh metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wexford (unincorporated community) Target entity description: Wexford is an unincorporated suburban community in Allegheny County, Pennsylvania, known for its residential neighborhoods, shopping centers, and proximity to the Pittsburgh metropolitan area.
-
A.
Village of Waterford
The Village of Waterford is a small incorporated community in Racine County, Wisconsin, known for its residential character and proximity to the Fox River.
-
B.
Town of Ward
The Town of Ward is a small rural municipality located in Allegany County in western New York State.
-
C.
Town of Wirt
The Town of Wirt is a small rural municipality in Allegany County in western New York State, known for its quiet countryside and low population density.
-
D.
Ferryville
Ferryville is the former name of the Tunisian town now known as Menzel Bourguiba, a naval and industrial center in northern Tunisia.
-
E.
Village of Frankford
The Village of Frankford is a former small Ontario community that was amalgamated into the City of Quinte West.
- F. None of above. chosen
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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a970c925481908d8f1135703f7050 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.