Triple
T20407513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cross of Iron |
E500509
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Walter Kelley |
—
|
NE NERFINISHED |
How this triple was built (3 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: Walter Kelley | Statement: [Cross of Iron, screenwriter, Walter Kelley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Kelley Context triple: [Cross of Iron, screenwriter, Walter Kelley]
-
A.
Walter Heller
Walter Heller was an influential American economist best known for chairing the Council of Economic Advisers under Presidents John F. Kennedy and Lyndon B. Johnson, where he helped shape New Frontier and Great Society economic policies.
-
B.
Walter E. Heller
Walter E. Heller was a prominent American financier and businessman known for pioneering commercial finance and factoring services in the mid-20th century.
-
C.
Wallace Miller
Wallace Miller was a local school district official involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder concerning compulsory education and religious freedom.
-
D.
Lloyd Aldrich
Lloyd Aldrich was an American civil engineer best known for serving as Los Angeles City Engineer and for his influential work on the city’s freeway and infrastructure development in the mid-20th century.
-
E.
Walt Kuhn
Walt Kuhn was an American painter and key organizer of the 1913 Armory Show, which introduced modern European art to a wide U.S. audience.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Kelley Target entity description: Walter Kelley was a screenwriter best known for co-writing the World War II film "Cross of Iron," directed by Sam Peckinpah.
-
A.
Walter Heller
Walter Heller was an influential American economist best known for chairing the Council of Economic Advisers under Presidents John F. Kennedy and Lyndon B. Johnson, where he helped shape New Frontier and Great Society economic policies.
-
B.
Walter E. Heller
Walter E. Heller was a prominent American financier and businessman known for pioneering commercial finance and factoring services in the mid-20th century.
-
C.
Wallace Miller
Wallace Miller was a local school district official involved in the landmark U.S. Supreme Court case Wisconsin v. Yoder concerning compulsory education and religious freedom.
-
D.
Lloyd Aldrich
Lloyd Aldrich was an American civil engineer best known for serving as Los Angeles City Engineer and for his influential work on the city’s freeway and infrastructure development in the mid-20th century.
-
E.
Walt Kuhn
Walt Kuhn was an American painter and key organizer of the 1913 Armory Show, which introduced modern European art to a wide U.S. audience.
- F. None of above. chosen
Provenance (2 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_69e0b4a81bec8190b69adfdc1336a015 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67993dc7081908ebd54ec92e712ea |
completed | April 20, 2026, 7:08 p.m. |
Created at: April 16, 2026, 11:29 a.m.