Triple
T10378444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John R. Hayes |
E244566
|
entity |
| Predicate | hasCoauthor |
P2389
|
FINISHED |
| Object |
Linda Flower
Linda Flower is an American cognitive rhetorician and composition scholar best known for her influential research on the cognitive processes of writing and problem-solving in collaboration with John R. Hayes.
|
E859798
|
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: Linda Flower | Statement: [John R. Hayes, hasCoauthor, Linda Flower]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linda Flower Context triple: [John R. Hayes, hasCoauthor, Linda Flower]
-
A.
Diane Freeling
Diane Freeling is the mother and central protagonist in the 1982 horror film "Poltergeist," known for her desperate efforts to save her daughter from malevolent supernatural forces.
-
B.
Ann Allen
Ann Allen was an early 19th-century settler and the wife of Ann Arbor co-founder John Allen, for whom the city is believed to be named.
-
C.
Florence Johnston
Florence Johnston is the sharp-tongued, quick-witted housekeeper on the classic American sitcom "The Jeffersons."
-
D.
Jeanne Murray
Jeanne Murray, better known by her stage name Jean Stapleton, was an American character actress famed for her Emmy-winning role as Edith Bunker on the groundbreaking television sitcom "All in the Family."
-
E.
Helen Hartnett
Helen Hartnett is a notable individual who shares the Hartnett surname, recognized among the distinguished bearers of that family name.
- 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: Linda Flower Triple: [John R. Hayes, hasCoauthor, Linda Flower]
Generated description
Linda Flower is an American cognitive rhetorician and composition scholar best known for her influential research on the cognitive processes of writing and problem-solving in collaboration with John R. Hayes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linda Flower Target entity description: Linda Flower is an American cognitive rhetorician and composition scholar best known for her influential research on the cognitive processes of writing and problem-solving in collaboration with John R. Hayes.
-
A.
Diane Freeling
Diane Freeling is the mother and central protagonist in the 1982 horror film "Poltergeist," known for her desperate efforts to save her daughter from malevolent supernatural forces.
-
B.
Ann Allen
Ann Allen was an early 19th-century settler and the wife of Ann Arbor co-founder John Allen, for whom the city is believed to be named.
-
C.
Florence Johnston
Florence Johnston is the sharp-tongued, quick-witted housekeeper on the classic American sitcom "The Jeffersons."
-
D.
Jeanne Murray
Jeanne Murray, better known by her stage name Jean Stapleton, was an American character actress famed for her Emmy-winning role as Edith Bunker on the groundbreaking television sitcom "All in the Family."
-
E.
Helen Hartnett
Helen Hartnett is a notable individual who shares the Hartnett surname, recognized among the distinguished bearers of that family name.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e98fead88190ace49f34b8a27c25 |
completed | April 7, 2026, 11:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7957e52108190a8d262b30a7d2780 |
completed | April 9, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69d798e3dba08190911fc9fec5d2c8e2 |
completed | April 9, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d79a6086fc8190ab8454a216dfda8c |
completed | April 9, 2026, 12:24 p.m. |
Created at: April 6, 2026, 12:03 p.m.