Triple
T10128769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Pennsylvania |
E226281
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object | Hatboro, Pennsylvania |
E445347
|
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: Hatboro, Pennsylvania | Statement: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Hatboro, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatboro, Pennsylvania Context triple: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Hatboro, Pennsylvania]
-
A.
Hatboro, Pennsylvania
chosen
Hatboro, Pennsylvania is a small suburban borough in Montgomery County near Philadelphia, known for its historic downtown and residential community.
-
B.
Conshohocken, Pennsylvania
Conshohocken, Pennsylvania is a suburban borough along the Schuylkill River near Philadelphia, known for its revitalized downtown, riverfront development, and role as a regional business and commuter hub.
-
C.
Havertown, Pennsylvania
Havertown, Pennsylvania is a suburban community west of Philadelphia known for its residential neighborhoods, strong public schools, and historic Irish-American roots.
-
D.
Rosemont, Pennsylvania
Rosemont, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its residential neighborhoods and proximity to local colleges.
-
E.
Forest Hills, Pennsylvania
Forest Hills, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its suburban character and proximity to several neighboring Mon Valley communities.
- 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_69ca843057b48190a86730167f5d6b98 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd333186c819088bbf617967f24fa |
completed | April 2, 2026, 2:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71c559910819092b0eae9c05aa7dc |
completed | April 9, 2026, 3:26 a.m. |
Created at: March 30, 2026, 9:05 p.m.