Triple
T20448889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flirting |
E501593
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Danny Embling
Danny Embling is the introspective, awkward teenage protagonist of the Australian coming-of-age film "Flirting," portrayed by Noah Taylor.
|
E1433403
|
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: Danny Embling | Statement: [Flirting, mainCharacter, Danny Embling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Embling Context triple: [Flirting, mainCharacter, Danny Embling]
-
A.
David Embick
David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
-
B.
Jack Emblow
Jack Emblow is an English accordionist and session musician known for his extensive work in light music, jazz, and television and radio broadcasts.
-
C.
Andy De Emmony
Andy De Emmony is a British television and film director known for his work on comedy and drama productions, including the World War I satire "The Wipers Times."
-
D.
Darren Emerson
Darren Emerson is an English DJ and electronic music producer best known for his influential work in the 1990s progressive house and techno scenes.
-
E.
Tim Holbrook
Tim Holbrook is an American legal scholar known for his work in intellectual property and patent law.
- 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: Danny Embling Triple: [Flirting, mainCharacter, Danny Embling]
Generated description
Danny Embling is the introspective, awkward teenage protagonist of the Australian coming-of-age film "Flirting," portrayed by Noah Taylor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Embling Target entity description: Danny Embling is the introspective, awkward teenage protagonist of the Australian coming-of-age film "Flirting," portrayed by Noah Taylor.
-
A.
David Embick
David Embick is an American linguist known for his influential work in theoretical linguistics, particularly in syntax, morphology, and their interfaces.
-
B.
Jack Emblow
Jack Emblow is an English accordionist and session musician known for his extensive work in light music, jazz, and television and radio broadcasts.
-
C.
Andy De Emmony
Andy De Emmony is a British television and film director known for his work on comedy and drama productions, including the World War I satire "The Wipers Times."
-
D.
Darren Emerson
Darren Emerson is an English DJ and electronic music producer best known for his influential work in the 1990s progressive house and techno scenes.
-
E.
Tim Holbrook
Tim Holbrook is an American legal scholar known for his work in intellectual property and patent law.
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68cfffae4819086c727f4143c2737 |
completed | April 20, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a088b0bf6648190b5f45dcab9ac8fd2 |
completed | May 16, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_6a088dc768bc8190921ad02d82a13535 |
completed | May 16, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088e220c7081909e7f1d4ec7556ab6 |
completed | May 16, 2026, 3:32 p.m. |
Created at: April 16, 2026, 11:32 a.m.