Triple
T20934682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Solutions We Have and the Breakthroughs We Need |
E515551
|
entity |
| Predicate | hasAuthorOfParentWork |
P93596
|
FINISHED |
| Object | Bill Gates |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bill Gates | Statement: [The Solutions We Have and the Breakthroughs We Need, hasAuthorOfParentWork, Bill Gates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Gates Context triple: [The Solutions We Have and the Breakthroughs We Need, hasAuthorOfParentWork, Bill Gates]
-
A.
Bill Gates
chosen
Bill Gates is an American business magnate, software pioneer, and philanthropist who co-created the Windows operating system and later co-founded one of the world’s largest charitable foundations.
-
B.
William Gates
William Gates is a former Chicago high school basketball standout whose life and athletic aspirations are prominently chronicled in the acclaimed documentary film "Hoop Dreams."
-
C.
Larry Gates
Larry Gates was an American character actor known for his work in film, television, and theater, often portraying authoritative or paternal figures.
-
D.
Willard Gates
Willard Gates is a scheming, morally corrupt businessman and secondary antagonist in the 1942 film noir "This Gun for Hire."
-
E.
William Leonard Gates
William Leonard Gates is a notable figure who held a disputed literary title as one of the eccentric monarchs of the tiny, semi-mythical Kingdom of Redonda.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAuthorOfParentWork Context triple: [The Solutions We Have and the Breakthroughs We Need, hasAuthorOfParentWork, Bill Gates]
-
A.
hasAuthorRelationship
Indicates a relationship where one entity serves as the author or creator of another entity (such as a work, document, or resource).
-
B.
hasAuthorOf
chosen
Indicates that one entity is the author or creator of another entity (such as a work, document, or publication).
-
C.
hasSiblingAuthors
Indicates that two or more authors share at least one parent, i.e., they are siblings who have both authored works.
-
D.
hasFatherNotableWork
Indicates that a person's father is associated with a specific notable work or achievement.
-
E.
hasChildCoauthor
Indicates that an entity has at least one child who is also a coauthor with that entity on a work or publication.
- F. None of above.
Provenance (3 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_69e0b4fc13408190b06868df03c5c29b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f94fc194819099df82357a7f33c7 |
completed | April 21, 2026, 4:13 a.m. |
| PD | Predicate disambiguation | batch_69e5c9af1fe08190953366a466950140 |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 12:49 p.m.