Triple

T20407513
Position Surface form Disambiguated ID Type / Status
Subject Cross of Iron E500509 entity
Predicate screenwriter P2831 FINISHED
Object Walter Kelley
Walter Kelley was a screenwriter best known for co-writing the World War II film "Cross of Iron," directed by Sam Peckinpah.
E1429315 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: 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.
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: Walter Kelley
Triple: [Cross of Iron, screenwriter, Walter Kelley]
Generated description
Walter Kelley was a screenwriter best known for co-writing the World War II film "Cross of Iron," directed by Sam Peckinpah.
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 (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_69e0b4a81bec8190b69adfdc1336a015 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67993dc7081908ebd54ec92e712ea completed April 20, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b1db4ec8190933e26fbb2003dce completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088015c514819087967845614dd25d completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0880b79edc81908b180db5338f57db completed May 16, 2026, 2:35 p.m.
Created at: April 16, 2026, 11:29 a.m.