Triple
T16525414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Luck and Trouble |
E401421
|
entity |
| Predicate | notableCharacter |
P1481
|
FINISHED |
| Object |
Frances Neagley
Frances Neagley is a highly skilled, fiercely loyal former U.S. Army MP and close ally of Jack Reacher who frequently assists him in investigations throughout Lee Child’s thriller series.
|
E1267084
|
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: Frances Neagley | Statement: [Bad Luck and Trouble, notableCharacter, Frances Neagley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frances Neagley Context triple: [Bad Luck and Trouble, notableCharacter, Frances Neagley]
-
A.
Susan A. Houghton
Susan A. Houghton was the wife of American inventor Elisha Otis, known for his development of the safety elevator.
-
B.
Melinda M. Snodgrass
Melinda M. Snodgrass is an American science fiction author and screenwriter, best known for her work on the Wild Cards shared-world series and for writing for Star Trek: The Next Generation.
-
C.
Kathleen Snodgrass
Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
-
D.
Peggy Eisenhauer
Peggy Eisenhauer is a renowned American lighting designer known for her acclaimed work on Broadway productions and collaborations with top theater artists.
-
E.
Judith Nodine
Judith Nodine is known as the former spouse of American investor and former U.S. Secretary of Commerce Wilbur Ross.
- 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: Frances Neagley Triple: [Bad Luck and Trouble, notableCharacter, Frances Neagley]
Generated description
Frances Neagley is a highly skilled, fiercely loyal former U.S. Army MP and close ally of Jack Reacher who frequently assists him in investigations throughout Lee Child’s thriller series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frances Neagley Target entity description: Frances Neagley is a highly skilled, fiercely loyal former U.S. Army MP and close ally of Jack Reacher who frequently assists him in investigations throughout Lee Child’s thriller series.
-
A.
Susan A. Houghton
Susan A. Houghton was the wife of American inventor Elisha Otis, known for his development of the safety elevator.
-
B.
Melinda M. Snodgrass
Melinda M. Snodgrass is an American science fiction author and screenwriter, best known for her work on the Wild Cards shared-world series and for writing for Star Trek: The Next Generation.
-
C.
Kathleen Snodgrass
Kathleen Snodgrass is known as the spouse of Pulitzer Prize–winning American poet W. D. Snodgrass.
-
D.
Peggy Eisenhauer
Peggy Eisenhauer is a renowned American lighting designer known for her acclaimed work on Broadway productions and collaborations with top theater artists.
-
E.
Judith Nodine
Judith Nodine is known as the former spouse of American investor and former U.S. Secretary of Commerce Wilbur Ross.
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32ed3f0388190a9f03473c37dfc46 |
completed | April 18, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7de56708190ac125acc352c4e0d |
completed | May 11, 2026, 9:56 a.m. |
| NEDg | Description generation | batch_6a01a8c7ae648190a61b974f5d75bd9b |
completed | May 11, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a996e2e0819082056d3fb880e4cb |
completed | May 11, 2026, 10:04 a.m. |
Created at: April 10, 2026, 5:14 a.m.