Triple
T5581422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Welch |
E146647
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lois Welch
Lois Welch is an American academic and literary scholar best known for her work preserving and promoting the legacy of her late husband, Native American author James Welch.
|
E665310
|
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: Lois Welch | Statement: [James Welch, spouse, Lois Welch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lois Welch Context triple: [James Welch, spouse, Lois Welch]
-
A.
Lois Wilson
Lois Wilson was an American actress prominent during the silent and early sound film eras, known for her versatile performances in numerous Hollywood productions.
-
B.
Lois Fuller
Lois Fuller is an American politician who served as a member of the New York State Assembly in the early 20th century.
-
C.
Lois Frazer
Lois Frazer is a wealthy, married socialite whose illicit affair and subsequent crime entangle her in the central murder plot of the 1950 film noir "The Man Who Cheated Himself."
-
D.
Lois Cammack
Lois Cammack was the first wife of British anthropologist and social scientist Gregory Bateson.
-
E.
Jane Welch
Jane Welch is known as the former wife of Jack Welch, the influential longtime CEO of General Electric.
- 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: Lois Welch Triple: [James Welch, spouse, Lois Welch]
Generated description
Lois Welch is an American academic and literary scholar best known for her work preserving and promoting the legacy of her late husband, Native American author James Welch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lois Welch Target entity description: Lois Welch is an American academic and literary scholar best known for her work preserving and promoting the legacy of her late husband, Native American author James Welch.
-
A.
Lois Wilson
Lois Wilson was an American actress prominent during the silent and early sound film eras, known for her versatile performances in numerous Hollywood productions.
-
B.
Lois Fuller
Lois Fuller is an American politician who served as a member of the New York State Assembly in the early 20th century.
-
C.
Lois Frazer
Lois Frazer is a wealthy, married socialite whose illicit affair and subsequent crime entangle her in the central murder plot of the 1950 film noir "The Man Who Cheated Himself."
-
D.
Lois Cammack
Lois Cammack was the first wife of British anthropologist and social scientist Gregory Bateson.
-
E.
Jane Welch
Jane Welch is known as the former wife of Jack Welch, the influential longtime CEO of General Electric.
- 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_69c0090287a08190b4098411effe970c |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0208147a48190b2cdb42b9c9814a3 |
completed | March 22, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827415f248190aa80f425c8ac3a99 |
completed | March 28, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69c828c8b0588190a5a99380dc25d837 |
completed | March 28, 2026, 7:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8296962b48190b9f5cc4a66b93b91 |
completed | March 28, 2026, 7:18 p.m. |
Created at: March 22, 2026, 3:37 p.m.