Triple
T3219898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayer, Massachusetts |
E67485
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
James Ayer
James Ayer was a prominent local figure and benefactor after whom the town of Ayer, Massachusetts, was named.
|
E338190
|
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: James Ayer | Statement: [Ayer, Massachusetts, namedAfter, James Ayer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Ayer Context triple: [Ayer, Massachusetts, namedAfter, James Ayer]
-
A.
James Yancey
James Yancey, better known as J Dilla, was a highly influential American record producer and rapper renowned for his innovative, soulful approach to hip-hop production.
-
B.
Daniel Butterfield
Daniel Butterfield was a Union Army general in the American Civil War, best known for composing the bugle call "Taps."
-
C.
Philip Woodruff
Philip Woodruff was the pen name of British civil servant Philip Mason, best known for his influential writings on the British Raj and the Indian Civil Service.
-
D.
Ian Buchanan
Ian Buchanan is a Scottish television and film actor known for roles in series like "Twin Peaks" and "General Hospital" as well as various feature films.
-
E.
Alister McIntyre
Alister McIntyre was a prominent Grenadian economist and regional leader who played a key role in advancing Caribbean economic integration and development.
- 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: James Ayer Triple: [Ayer, Massachusetts, namedAfter, James Ayer]
Generated description
James Ayer was a prominent local figure and benefactor after whom the town of Ayer, Massachusetts, was named.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Ayer Target entity description: James Ayer was a prominent local figure and benefactor after whom the town of Ayer, Massachusetts, was named.
-
A.
James Yancey
James Yancey, better known as J Dilla, was a highly influential American record producer and rapper renowned for his innovative, soulful approach to hip-hop production.
-
B.
Daniel Butterfield
Daniel Butterfield was a Union Army general in the American Civil War, best known for composing the bugle call "Taps."
-
C.
Philip Woodruff
Philip Woodruff was the pen name of British civil servant Philip Mason, best known for his influential writings on the British Raj and the Indian Civil Service.
-
D.
Ian Buchanan
Ian Buchanan is a Scottish television and film actor known for roles in series like "Twin Peaks" and "General Hospital" as well as various feature films.
-
E.
John Reynolds
John Reynolds is an American actor and comedian known for his roles in television series like "Search Party" and "Stranger Things" as well as various independent films.
- 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_69ad858b8adc8190ad989712c87a476b |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adab0ef2c88190ab89e3217438a2bf |
completed | March 8, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2624a770881908f0a9415b6f74ee0 |
completed | March 12, 2026, 6:50 a.m. |
| NEDg | Description generation | batch_69b2662274988190ae62791744df0562 |
completed | March 12, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b266bf6bf48190a4480bf9a699dae8 |
completed | March 12, 2026, 7:09 a.m. |
Created at: March 8, 2026, 3:08 p.m.