Triple
T7721780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern |
E175028
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | United States Census Bureau places in Chester County |
E379547
|
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: United States Census Bureau places in Chester County | Statement: [Malvern, partOf, United States Census Bureau places in Chester County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau places in Chester County Context triple: [Malvern, partOf, United States Census Bureau places in Chester County]
-
A.
Chester Township, Pennsylvania
Chester Township, Pennsylvania is a small suburban municipality in Delaware County located just outside the city of Chester in the greater Philadelphia metropolitan area.
-
B.
Chester, Pennsylvania, United States
Chester, Pennsylvania, United States is an industrial city along the Delaware River in southeastern Pennsylvania, historically known for its shipbuilding, manufacturing, and role as one of the state’s oldest settlements.
-
C.
Easttown Township, Chester County, Pennsylvania
chosen
Easttown Township, Chester County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its historic character, affluent residential communities, and location along Philadelphia’s Main Line.
-
D.
West Vincent Township, Chester County, Pennsylvania, United States
West Vincent Township is a rural-suburban municipality in northern Chester County, Pennsylvania, known for its open space, historic character, and residential communities within the Philadelphia metropolitan area.
-
E.
Upper Chichester Township, Pennsylvania
Upper Chichester Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and proximity to major employment and transportation centers in the greater Philadelphia region.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702f1786881908b025d8986e5f1fa |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b51b612881909f20a6b777db348c |
completed | March 29, 2026, 5:14 a.m. |
Created at: March 27, 2026, 4:05 p.m.