Triple
T9937143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Mighty Heart |
E193986
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John Orloff
John Orloff is an American screenwriter known for his work on films such as "A Mighty Heart" and contributions to acclaimed television projects.
|
E831354
|
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 Orloff | Statement: [A Mighty Heart, screenwriter, John Orloff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Orloff Context triple: [A Mighty Heart, screenwriter, John Orloff]
-
A.
Eric Orsborn
Eric Orsborn is an American local government leader serving as the mayor of Buckeye, Arizona.
-
B.
Michael D’Orso
Michael D’Orso is an American author and journalist known for co-writing influential nonfiction books, often chronicling social justice movements and notable public figures.
-
C.
Henry Krinsky
Henry Krinsky, later known as Henry Crown, was a prominent American industrialist and financier who built a vast business empire including Material Service Corporation and a major stake in General Dynamics.
-
D.
Elliot Brody
Elliot Brody is the child of Academy Award–winning American actor Adrien Brody.
-
E.
Edward Chodorov
Edward Chodorov was an American playwright, screenwriter, and producer known for his work in mid-20th-century Hollywood and Broadway.
- 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 Orloff Triple: [A Mighty Heart, screenwriter, John Orloff]
Generated description
John Orloff is an American screenwriter known for his work on films such as "A Mighty Heart" and contributions to acclaimed television projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Orloff Target entity description: John Orloff is an American screenwriter known for his work on films such as "A Mighty Heart" and contributions to acclaimed television projects.
-
A.
Eric Orsborn
Eric Orsborn is an American local government leader serving as the mayor of Buckeye, Arizona.
-
B.
Michael D’Orso
Michael D’Orso is an American author and journalist known for co-writing influential nonfiction books, often chronicling social justice movements and notable public figures.
-
C.
Henry Krinsky
Henry Krinsky, later known as Henry Crown, was a prominent American industrialist and financier who built a vast business empire including Material Service Corporation and a major stake in General Dynamics.
-
D.
Elliot Brody
Elliot Brody is the child of Academy Award–winning American actor Adrien Brody.
-
E.
Edward Chodorov
Edward Chodorov was an American playwright, screenwriter, and producer known for his work in mid-20th-century Hollywood and Broadway.
- 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_69ca82e409348190a393777356b80a2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5e4e19881909879b394090d6629 |
completed | April 2, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d228e7247c81908dbba76199f2e93f |
completed | April 5, 2026, 9:18 a.m. |
| NEDg | Description generation | batch_69d22a2831348190909b9507edfe49f3 |
completed | April 5, 2026, 9:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22af8914c8190a8116a37a42b633c |
completed | April 5, 2026, 9:27 a.m. |
Created at: March 30, 2026, 8:44 p.m.