Triple
T4101172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lawless |
E87943
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
John Hillcoat
John Hillcoat is an Australian film director known for his gritty, atmospheric dramas such as "The Proposition," "The Road," and "Lawless."
|
E414073
|
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: John Hillcoat | Statement: [Lawless, director, John Hillcoat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hillcoat Context triple: [Lawless, director, John Hillcoat]
-
A.
Justin Kurzel
Justin Kurzel is an Australian film director known for his visually striking and often dark adaptations, including the 2015 film "Macbeth" and the true-crime drama "Snowtown."
-
B.
Richard LaGravenese
Richard LaGravenese is an American screenwriter and director known for his character-driven dramas and adaptations, including films like "The Fisher King," "The Bridges of Madison County," and "P.S. I Love You."
-
C.
Andrew Dominik
Andrew Dominik is a New Zealand-born Australian film director and screenwriter known for his visually striking, character-driven dramas such as "Chopper," "The Assassination of Jesse James by the Coward Robert Ford," and "Blonde."
-
D.
Jed Kurzel
Jed Kurzel is an Australian film composer and musician known for his atmospheric scores for films such as "Slow West," "Snowtown," and "Macbeth."
-
E.
David Michôd
David Michôd is an Australian film director and screenwriter best known for his crime drama "Animal Kingdom" and dystopian thriller "The Rover."
- 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: John Hillcoat Triple: [Lawless, director, John Hillcoat]
Generated description
John Hillcoat is an Australian film director known for his gritty, atmospheric dramas such as "The Proposition," "The Road," and "Lawless."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Hillcoat Target entity description: John Hillcoat is an Australian film director known for his gritty, atmospheric dramas such as "The Proposition," "The Road," and "Lawless."
-
A.
Justin Kurzel
Justin Kurzel is an Australian film director known for his visually striking and often dark adaptations, including the 2015 film "Macbeth" and the true-crime drama "Snowtown."
-
B.
Richard LaGravenese
Richard LaGravenese is an American screenwriter and director known for his character-driven dramas and adaptations, including films like "The Fisher King," "The Bridges of Madison County," and "P.S. I Love You."
-
C.
Andrew Dominik
Andrew Dominik is a New Zealand-born Australian film director and screenwriter known for his visually striking, character-driven dramas such as "Chopper," "The Assassination of Jesse James by the Coward Robert Ford," and "Blonde."
-
D.
Jed Kurzel
Jed Kurzel is an Australian film composer and musician known for his atmospheric scores for films such as "Slow West," "Snowtown," and "Macbeth."
-
E.
David Michôd
David Michôd is an Australian film director and screenwriter best known for his crime drama "Animal Kingdom" and dystopian thriller "The Rover."
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefd0ed168819093c83ba079d6725c |
completed | March 9, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b7833b081909bf5a87ee709b49f |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f33f7688190a017e4486a3ba542 |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56fafb8208190997b6d91c4a1774d |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:40 p.m.