Triple
T15190882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Never Back Down |
E363005
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object | Amber Heard |
E102779
|
NE FINISHED |
How this triple was built (2 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: Amber Heard | Statement: [Never Back Down, starring, Amber Heard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amber Heard Context triple: [Never Back Down, starring, Amber Heard]
-
A.
Amber Heard
chosen
Amber Heard is an American actress known for roles in films like "Aquaman" and for her highly publicized legal disputes and former marriage with actor Johnny Depp.
-
B.
Blake Lively
Blake Lively is an American actress best known for her role as Serena van der Woodsen on the television series "Gossip Girl" and for starring in films such as "The Age of Adaline" and "A Simple Favor."
-
C.
Blake Ellender Lively
Blake Ellender Lively is an American actress best known for her role as Serena van der Woodsen on the television series "Gossip Girl" and for starring in films such as "The Age of Adaline" and "A Simple Favor."
-
D.
Billie Lourd
Billie Lourd is an American actress known for her roles in the TV series "Scream Queens" and "American Horror Story" and for appearing in the recent "Star Wars" films.
-
E.
Dakota Johnson
Dakota Johnson is an American actress best known for starring as Anastasia Steele in the film adaptation of the erotic romance novel "Fifty Shades of Grey" and its sequels.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d85a09a39c81908759f23268e2d408 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0067d55ac8190b7a7fce36e6ddf3c |
completed | April 15, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec89797ac819090fb68bb5f2fad5c |
completed | May 9, 2026, 5:39 a.m. |
Created at: April 10, 2026, 3:10 a.m.