Triple
T22237225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamner family |
E549622
|
entity |
| Predicate | inspiredCharacterFamily |
P117924
|
FINISHED |
| Object | Walton family |
—
|
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: Walton family | Statement: [Hamner family, inspiredCharacterFamily, Walton family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walton family Context triple: [Hamner family, inspiredCharacterFamily, Walton family]
-
A.
Walton family
chosen
The Walton family is the American billionaire dynasty best known as the heirs to Walmart founder Sam Walton and for being among the wealthiest families in the world.
-
B.
Hunter family
The Hunter family is a familial lineage or household to which Mark Hunter belongs.
-
C.
Walker family
The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
-
D.
Walker family
The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
-
E.
Walker family
The Walker family is a prominent benefactor family associated with the University of Arkansas, recognized for their significant contributions to its athletics program.
- 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: inspiredCharacterFamily Context triple: [Hamner family, inspiredCharacterFamily, Walton family]
-
A.
honorsCharacterFamily
Indicates that one entity formally recognizes, respects, or pays tribute to the family of a particular character.
-
B.
inspiredByFictionalCharacter
chosen
Indicates that an entity’s characteristics, actions, or creation are influenced or modeled after a specific fictional character.
-
C.
hasFictionalFamily
Indicates that an entity is associated with a family that exists only within a fictional or imaginary context.
-
D.
associatedWithCharacterFamily
Indicates a relationship where something is linked or connected to a particular character’s family.
-
E.
featuresCharactersFrom
Indicates that one entity (such as a work or production) includes or presents characters originating from another entity.
- 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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f13210eb9c8190bc40d06c393e0d9a |
completed | April 28, 2026, 10:17 p.m. |
| PD | Predicate disambiguation | batch_69e71b5177d881908f90abde14ada7dc |
completed | April 21, 2026, 6:38 a.m. |
Created at: April 16, 2026, 8:38 p.m.