Triple
T6886423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neshannock Township, Pennsylvania |
E158930
|
entity |
| Predicate | censusDesignatedPlaceWithin |
P15303
|
FINISHED |
| Object |
Oakwood, Pennsylvania
Oakwood, Pennsylvania is a small census-designated community located within Neshannock Township in Lawrence County, known primarily as a residential suburb of the New Castle area.
|
E658964
|
NE FINISHED |
How this triple was built (5 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: Oakwood, Pennsylvania | Statement: [Neshannock Township, Pennsylvania, censusDesignatedPlaceWithin, Oakwood, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakwood, Pennsylvania Context triple: [Neshannock Township, Pennsylvania, censusDesignatedPlaceWithin, Oakwood, Pennsylvania]
-
A.
Oakdale, Pennsylvania
Oakdale, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known as a suburban community situated along Chartiers Creek.
-
B.
Oaks, Pennsylvania
Oaks, Pennsylvania is an unincorporated community in Montgomery County known for its location near the confluence of Perkiomen Creek and the Schuylkill River and its mix of residential, commercial, and recreational areas.
-
C.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
D.
Edgewood, Pennsylvania
Edgewood, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its historic homes and tree-lined streets.
-
E.
Oxford, Pennsylvania
Oxford, Pennsylvania is a small borough in southern Chester County known for its historic downtown and role as a local commercial and agricultural hub near the Maryland border.
- 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: Oakwood, Pennsylvania Triple: [Neshannock Township, Pennsylvania, censusDesignatedPlaceWithin, Oakwood, Pennsylvania]
Generated description
Oakwood, Pennsylvania is a small census-designated community located within Neshannock Township in Lawrence County, known primarily as a residential suburb of the New Castle area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakwood, Pennsylvania Target entity description: Oakwood, Pennsylvania is a small census-designated community located within Neshannock Township in Lawrence County, known primarily as a residential suburb of the New Castle area.
-
A.
Oakdale, Pennsylvania
Oakdale, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known as a suburban community situated along Chartiers Creek.
-
B.
Oaks, Pennsylvania
Oaks, Pennsylvania is an unincorporated community in Montgomery County known for its location near the confluence of Perkiomen Creek and the Schuylkill River and its mix of residential, commercial, and recreational areas.
-
C.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
D.
Edgewood, Pennsylvania
Edgewood, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its historic homes and tree-lined streets.
-
E.
Oxford, Pennsylvania
Oxford, Pennsylvania is a small borough in southern Chester County known for its historic downtown and role as a local commercial and agricultural hub near the Maryland border.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: censusDesignatedPlaceWithin Context triple: [Neshannock Township, Pennsylvania, censusDesignatedPlaceWithin, Oakwood, Pennsylvania]
-
A.
containsCensusDesignatedPlace
chosen
Indicates that one geographic or administrative area includes within its boundaries a census-designated place.
-
B.
censusDesignatedPlace
Indicates that an entity is classified as a census-designated place, i.e., a populated area defined for statistical purposes by a census authority.
-
C.
regionalLocationWithinState
Indicates that one region is geographically located within the boundaries of a specific state.
-
D.
isInUnitedStatesMunicipalHierarchy
Indicates that one administrative or governmental unit occupies a specific level or position within the municipal hierarchy of the United States (e.g., city, town, county, or similar local jurisdiction).
-
E.
includedInCensus
Indicates that an entity was recorded or counted as part of a specific census.
- F. None of above.
Provenance (6 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d90e92488190b738676342ac6393 |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa5cf190819093f3dc9513361e49 |
completed | March 28, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69c7fbafa2a08190bcfc407d1a6c0d2b |
completed | March 28, 2026, 4:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7fc14691481909d8d029c5c42cd14 |
completed | March 28, 2026, 4:04 p.m. |
| PD | Predicate disambiguation | batch_69c6d7b53e9881909ec298daa9f1913b |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:23 p.m.