Triple
T1003878
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armstrong County |
E21664
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Elderton
Elderton is a small borough located in Armstrong County, Pennsylvania, known for its rural community character.
|
E127827
|
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: Elderton | Statement: [Armstrong County, hasSettlement, Elderton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elderton Context triple: [Armstrong County, hasSettlement, Elderton]
-
A.
Blackwood
Blackwood is a town in south Wales known for its coal-mining heritage and location in the Sirhowy Valley.
-
B.
Knightdale
Knightdale is a suburban town in Wake County, North Carolina, located just east of Raleigh within the state’s Research Triangle region.
-
C.
Edenborn
Edenborn is a science fiction novel by Nick Sagan that continues his post-apocalyptic series exploring genetic engineering and the future of humanity.
-
D.
Colsterworth
Colsterworth is a village in Lincolnshire, England, best known for its proximity to Woolsthorpe Manor, the birthplace of Sir Isaac Newton.
-
E.
Sarsden
Sarsden is a small rural village in Oxfordshire, England, known for its historic manor house and picturesque countryside setting.
- 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: Elderton Triple: [Armstrong County, hasSettlement, Elderton]
Generated description
Elderton is a small borough located in Armstrong County, Pennsylvania, known for its rural community character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elderton Target entity description: Elderton is a small borough located in Armstrong County, Pennsylvania, known for its rural community character.
-
A.
Blackwood
Blackwood is a town in south Wales known for its coal-mining heritage and location in the Sirhowy Valley.
-
B.
Knightdale
Knightdale is a suburban town in Wake County, North Carolina, located just east of Raleigh within the state’s Research Triangle region.
-
C.
Edenborn
Edenborn is a science fiction novel by Nick Sagan that continues his post-apocalyptic series exploring genetic engineering and the future of humanity.
-
D.
Colsterworth
Colsterworth is a village in Lincolnshire, England, best known for its proximity to Woolsthorpe Manor, the birthplace of Sir Isaac Newton.
-
E.
Sarsden
Sarsden is a small rural village in Oxfordshire, England, known for its historic manor house and picturesque countryside setting.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4ff614081909478500ada1f5059 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac537f6bb08190a94eb40bcc821224 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac547824ec81908d82adc7bc4f2812 |
completed | March 7, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac54c54980819087b62aaeff80b9df |
completed | March 7, 2026, 4:39 p.m. |
Created at: March 1, 2026, 7:41 p.m.