Triple
T17916089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heather Tom |
E447929
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
James Achor
James Achor is known as the husband of American actress and multiple Daytime Emmy Award winner Heather Tom.
|
E1296288
|
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 Achor | Statement: [Heather Tom, spouse, James Achor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Achor Context triple: [Heather Tom, spouse, James Achor]
-
A.
Scott Young
Scott Young was a Canadian journalist and author best known for his sports writing and as the father of musician Neil Young.
-
B.
Sam McCandlish
Sam McCandlish is a machine learning researcher known for his work on large-scale language models and contributions to influential AI research at OpenAI.
-
C.
Alex Baskin
Alex Baskin is a television producer best known for creating and executive producing popular reality series, particularly in the unscripted and docu-soap genres.
-
D.
Joshua Edelman
Joshua Edelman is a jazz pianist and composer known for his work blending traditional jazz with Latin and world music influences.
-
E.
Noah Goldstein
Noah Goldstein is a Grammy-winning recording engineer and producer known for his extensive work with Kanye West and other major hip-hop and pop artists.
- 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 Achor Triple: [Heather Tom, spouse, James Achor]
Generated description
James Achor is known as the husband of American actress and multiple Daytime Emmy Award winner Heather Tom.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Achor Target entity description: James Achor is known as the husband of American actress and multiple Daytime Emmy Award winner Heather Tom.
-
A.
Scott Young
Scott Young was a Canadian journalist and author best known for his sports writing and as the father of musician Neil Young.
-
B.
Sam McCandlish
Sam McCandlish is a machine learning researcher known for his work on large-scale language models and contributions to influential AI research at OpenAI.
-
C.
Alex Baskin
Alex Baskin is a television producer best known for creating and executive producing popular reality series, particularly in the unscripted and docu-soap genres.
-
D.
Joshua Edelman
Joshua Edelman is a jazz pianist and composer known for his work blending traditional jazz with Latin and world music influences.
-
E.
Noah Goldstein
Noah Goldstein is a Grammy-winning recording engineer and producer known for his extensive work with Kanye West and other major hip-hop and pop artists.
- 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_69d8b9f6d394819082a6d69fd1e23d2f |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a3062bfc819083f7c0521bad4db8 |
completed | April 19, 2026, 9:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03212c9e88819099fb04040e543d63 |
completed | May 12, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_6a0321e2ce7c81909f24975b71f73621 |
completed | May 12, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a032255c76c81909ab534ae3e8adddc |
completed | May 12, 2026, 12:51 p.m. |
Created at: April 10, 2026, 10:20 a.m.