Triple
T6996465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timothy Keller |
E162227
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Allentown, Pennsylvania, United States |
E230775
|
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: Allentown, Pennsylvania, United States | Statement: [Timothy Keller, placeOfBirth, Allentown, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allentown, Pennsylvania, United States Context triple: [Timothy Keller, placeOfBirth, Allentown, Pennsylvania, United States]
-
A.
Allentown, Pennsylvania, United States
chosen
Allentown, Pennsylvania, United States, is a major city in eastern Pennsylvania known for its industrial history, revitalized downtown, and role as a cultural and economic center of the Lehigh Valley.
-
B.
Norristown, Pennsylvania, United States
Norristown, Pennsylvania, United States is a historic borough near Philadelphia known as the hometown of Hall of Fame baseball manager Tommy Lasorda.
-
C.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
-
D.
Wilkes-Barre, Pennsylvania, United States
Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna River.
-
E.
Downingtown, Pennsylvania
Downingtown, Pennsylvania is a suburban borough in Chester County known for its historic mills, residential communities, and role as a stop along major rail and commuter routes between Philadelphia and central Pennsylvania.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbedafa48190af0d2b47e3a1e17e |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a1fa11481908450978acc1e0913 |
completed | March 28, 2026, 5:41 a.m. |
Created at: March 27, 2026, 2:32 p.m.