Triple
T13384420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Neon Demon |
E319402
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Mary Laws
Mary Laws is an American screenwriter and playwright known for her work on films like "The Neon Demon" and television series such as "Preacher" and "Monsterland."
|
E1107833
|
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: Mary Laws | Statement: [The Neon Demon, screenwriter, Mary Laws]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mary Laws Context triple: [The Neon Demon, screenwriter, Mary Laws]
-
A.
Mary Craig Lawton
Mary Craig Lawton was the wife of U.S. Army Major General Henry Ware Lawton, remembered primarily for her role as his spouse and widow during and after his prominent military career in the late 19th century.
-
B.
Ann Lawlor
Ann Lawlor is a Canadian municipal politician who serves as the mayor of Halton Hills, Ontario.
-
C.
Jane Loring
Jane Loring was a film editor known for her work in early 20th-century American cinema.
-
D.
Marlene Lawston
Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
-
E.
Mary Grace Slattery
Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
- 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: Mary Laws Triple: [The Neon Demon, screenwriter, Mary Laws]
Generated description
Mary Laws is an American screenwriter and playwright known for her work on films like "The Neon Demon" and television series such as "Preacher" and "Monsterland."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mary Laws Target entity description: Mary Laws is an American screenwriter and playwright known for her work on films like "The Neon Demon" and television series such as "Preacher" and "Monsterland."
-
A.
Mary Craig Lawton
Mary Craig Lawton was the wife of U.S. Army Major General Henry Ware Lawton, remembered primarily for her role as his spouse and widow during and after his prominent military career in the late 19th century.
-
B.
Ann Lawlor
Ann Lawlor is a Canadian municipal politician who serves as the mayor of Halton Hills, Ontario.
-
C.
Jane Loring
Jane Loring was a film editor known for her work in early 20th-century American cinema.
-
D.
Marlene Lawston
Marlene Lawston is an American actress best known for her role as Jodie Foster’s daughter in the thriller film "Flightplan."
-
E.
Mary Grace Slattery
Mary Grace Slattery was the first wife of American playwright Arthur Miller, whom he married before achieving his major theatrical success.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce80158819082156eaeaeda3bd8 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd9498f8848190a170a3d41c9e3a76 |
completed | May 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69fd96860ba48190af21941197a97c97 |
completed | May 8, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd974aa0688190916c8d79a68809ee |
completed | May 8, 2026, 7:56 a.m. |
Created at: April 9, 2026, 9:33 p.m.