Triple
T20744639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Arber |
E510545
|
entity |
| Predicate | engagedToInStory |
P17846
|
FINISHED |
| Object | Lara Tyler |
—
|
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: Lara Tyler | Statement: [James Arber, engagedToInStory, Lara Tyler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lara Tyler Context triple: [James Arber, engagedToInStory, Lara Tyler]
-
A.
Lara Tyler
chosen
Lara Tyler is a famous Hollywood actress whose attempt at a secret wedding on a remote Scottish island drives the romantic-comedy plot of the film "The Decoy Bride."
-
B.
Chelsea Tyler
Chelsea Tyler is an American singer and model, known as the daughter of Aerosmith frontman Steven Tyler and half-sister of actress Liv Tyler.
-
C.
Lauren Bush
Lauren Bush is an American fashion model, designer, and philanthropist best known as the founder of the FEED Projects charity brand and as a member of the Bush political family.
-
D.
Laura Carter
Laura Carter is an American multi-instrumentalist best known for her work in the Elephant 6 collective, particularly with bands like Elf Power and Neutral Milk Hotel.
-
E.
Lauren Nicole Cheney
Lauren Nicole Cheney is an American former professional soccer player, better known as Lauren Holiday, who starred for the U.S. women’s national team and won both FIFA Women’s World Cup and Olympic gold medals.
- 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: engagedToInStory Context triple: [James Arber, engagedToInStory, Lara Tyler]
-
A.
engagedTo
chosen
Indicates that two entities are formally committed to marry each other.
-
B.
engagedBy
Indicates that an entity is actively involved, occupied, or participating in an activity, process, or interaction initiated or provided by another entity.
-
C.
relationshipStatusInStory
Indicates the type or state of the relationship between entities as it exists within the context of a specific story or narrative.
-
D.
engaged
Indicates that two entities are formally committed to enter into a marriage or long-term partnership with each other.
-
E.
engagedAt
Indicates that two entities became formally engaged to be married at a specific time or event.
- 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_69e0b4c845e88190b4c5f3ae79291182 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c21197088190951a4c4a7e765891 |
completed | April 21, 2026, 12:17 a.m. |
| PD | Predicate disambiguation | batch_69e5c0509608819080cdbf47fcddfe36 |
completed | April 20, 2026, 5:57 a.m. |
Created at: April 16, 2026, 12:33 p.m.