Triple
T2532849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John W. Mauchly |
E56200
|
entity |
| Predicate | placeOfDeath |
P21
|
FINISHED |
| Object |
Ambler, Pennsylvania, United States
Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
|
E275053
|
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: Ambler, Pennsylvania, United States | Statement: [John W. Mauchly, placeOfDeath, Ambler, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambler, Pennsylvania, United States Context triple: [John W. Mauchly, placeOfDeath, Ambler, Pennsylvania, United States]
-
A.
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.
-
B.
Ambler
Ambler is a small Inupiat community and city in northwestern Alaska, located along the Kobuk River above the Arctic Circle.
-
C.
Allentown, Pennsylvania, United States
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.
-
D.
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.
-
E.
St. Marys, Pennsylvania, United States
St. Marys is a small city in north-central Pennsylvania known for its industrial roots, particularly in powdered metal manufacturing, and its location within the state’s forested Elk County region.
- 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: Ambler, Pennsylvania, United States Triple: [John W. Mauchly, placeOfDeath, Ambler, Pennsylvania, United States]
Generated description
Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambler, Pennsylvania, United States Target entity description: Ambler, Pennsylvania, United States is a small suburban borough north of Philadelphia known for its historic downtown and role in the region’s early industrial and transportation development.
-
A.
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.
-
B.
Ambler
Ambler is a small Inupiat community and city in northwestern Alaska, located along the Kobuk River above the Arctic Circle.
-
C.
Allentown, Pennsylvania, United States
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.
-
D.
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.
-
E.
St. Marys, Pennsylvania, United States
St. Marys is a small city in north-central Pennsylvania known for its industrial roots, particularly in powdered metal manufacturing, and its location within the state’s forested Elk County region.
- 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_69ab4a49b6508190bc467fbef4bac334 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd279cf108190b03fb6e0265f39d9 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bb9c37081909128d7a227651c8b |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af4fedb0a48190a9d9da8eeebfe074 |
completed | March 9, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af50551fd88190829d20ab2be426d4 |
completed | March 9, 2026, 10:57 p.m. |
Created at: March 6, 2026, 9:47 p.m.