Triple
T21835964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baldwin Township |
E539119
|
entity |
| Predicate | hasOfficialName |
P66
|
FINISHED |
| Object |
Baldwin Township, Allegheny County, Pennsylvania
Baldwin Township, Allegheny County, Pennsylvania is a small suburban municipality located just south of Pittsburgh in western Pennsylvania.
|
E1503385
|
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: Baldwin Township, Allegheny County, Pennsylvania | Statement: [Baldwin Township, hasOfficialName, Baldwin Township, Allegheny County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baldwin Township, Allegheny County, Pennsylvania Context triple: [Baldwin Township, hasOfficialName, Baldwin Township, Allegheny County, Pennsylvania]
-
A.
Elizabeth Township, Allegheny County, Pennsylvania
Elizabeth Township, located in Allegheny County, Pennsylvania, is a suburban community along the Monongahela River southeast of Pittsburgh, known for its residential neighborhoods and mix of rural and industrial areas.
-
B.
Baldwin, Pennsylvania
Baldwin, Pennsylvania is a suburban borough in Allegheny County, near Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
C.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
D.
Pine Township, Allegheny County, Pennsylvania
Pine Township, Allegheny County, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, quality schools, and growing commercial development.
-
E.
South Huntingdon Township, Pennsylvania
South Huntingdon Township, Pennsylvania is a rural municipality in Westmoreland County known for its small communities, rolling landscapes, and location along the Youghiogheny River in southwestern Pennsylvania.
- 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: Baldwin Township, Allegheny County, Pennsylvania Triple: [Baldwin Township, hasOfficialName, Baldwin Township, Allegheny County, Pennsylvania]
Generated description
Baldwin Township, Allegheny County, Pennsylvania is a small suburban municipality located just south of Pittsburgh in western Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baldwin Township, Allegheny County, Pennsylvania Target entity description: Baldwin Township, Allegheny County, Pennsylvania is a small suburban municipality located just south of Pittsburgh in western Pennsylvania.
-
A.
Elizabeth Township, Allegheny County, Pennsylvania
Elizabeth Township, located in Allegheny County, Pennsylvania, is a suburban community along the Monongahela River southeast of Pittsburgh, known for its residential neighborhoods and mix of rural and industrial areas.
-
B.
Baldwin, Pennsylvania
Baldwin, Pennsylvania is a suburban borough in Allegheny County, near Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
C.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
D.
Pine Township, Allegheny County, Pennsylvania
Pine Township, Allegheny County, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, quality schools, and growing commercial development.
-
E.
South Huntingdon Township, Pennsylvania
South Huntingdon Township, Pennsylvania is a rural municipality in Westmoreland County known for its small communities, rolling landscapes, and location along the Youghiogheny River in southwestern Pennsylvania.
- 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_69e0c475cda88190987d08f23caebdc1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0a7a7c368819094e0c4548be30798 |
completed | April 28, 2026, 12:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a45ed39188190869f1dcf3025dda1 |
completed | May 17, 2026, 10:49 p.m. |
| NEDg | Description generation | batch_6a0a4682eca08190916e211b0e9e3861 |
completed | May 17, 2026, 10:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a474e900c81909c5167c63509ae0a |
completed | May 17, 2026, 10:55 p.m. |
Created at: April 16, 2026, 6:55 p.m.