Triple
T3777827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jack Welch |
E83349
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Suzy Welch
Suzy Welch is an American author, television commentator, and business journalist known for her work on management and leadership, including co-authoring books with former GE CEO Jack Welch.
|
E387409
|
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: Suzy Welch | Statement: [Jack Welch, coAuthor, Suzy Welch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suzy Welch Context triple: [Jack Welch, coAuthor, Suzy Welch]
-
A.
Suzy Weiner
Suzy Weiner is best known as the wife of legendary American Olympic swimmer Mark Spitz.
-
B.
Linda Hurley
Linda Hurley is an Australian community advocate and former viceregal consort, known for her role as the wife of General David Hurley, the 27th Governor-General of Australia.
-
C.
Julie Soriero
Julie Soriero is a collegiate athletics administrator best known for serving as the Director of Athletics at the Massachusetts Institute of Technology (MIT).
-
D.
Elizabeth Cosby
Elizabeth Cosby was an 18th-century English noblewoman best known as the mother of Augustus FitzRoy, 3rd Duke of Grafton and British Prime Minister.
-
E.
Tina Hirsch
Tina Hirsch is an American film editor known for her work on numerous feature films and television projects.
- 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: Suzy Welch Triple: [Jack Welch, coAuthor, Suzy Welch]
Generated description
Suzy Welch is an American author, television commentator, and business journalist known for her work on management and leadership, including co-authoring books with former GE CEO Jack Welch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suzy Welch Target entity description: Suzy Welch is an American author, television commentator, and business journalist known for her work on management and leadership, including co-authoring books with former GE CEO Jack Welch.
-
A.
Suzy Weiner
Suzy Weiner is best known as the wife of legendary American Olympic swimmer Mark Spitz.
-
B.
Linda Hurley
Linda Hurley is an Australian community advocate and former viceregal consort, known for her role as the wife of General David Hurley, the 27th Governor-General of Australia.
-
C.
Julie Soriero
Julie Soriero is a collegiate athletics administrator best known for serving as the Director of Athletics at the Massachusetts Institute of Technology (MIT).
-
D.
Elizabeth Cosby
Elizabeth Cosby was an 18th-century English noblewoman best known as the mother of Augustus FitzRoy, 3rd Duke of Grafton and British Prime Minister.
-
E.
Tina Hirsch
Tina Hirsch is an American film editor known for her work on numerous feature films and television projects.
- 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc5d3dbc8190b6ab118a56acd5a3 |
completed | March 8, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e534a02c8190b8dd76ed965f393f |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e6b1cefc8190971e9441dc145e19 |
completed | March 14, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4ea8b9d2c819088db1fdf9dc90c0c |
completed | March 14, 2026, 4:56 a.m. |
Created at: March 8, 2026, 3:36 p.m.