Triple

T4337416
Position Surface form Disambiguated ID Type / Status
Subject The Man Who Shot Liberty Valance E97496 entity
Predicate leadActorRole P5563 FINISHED
Object James Stewart as Ransom Stoddard
James Stewart as Ransom Stoddard is the principled, bookish lawyer-turned-senator whose moral courage and clash with frontier violence drive the central conflict of the classic Western film "The Man Who Shot Liberty Valance."
E431270 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: James Stewart as Ransom Stoddard | Statement: [The Man Who Shot Liberty Valance, leadActorRole, James Stewart as Ransom Stoddard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Stewart as Ransom Stoddard
Context triple: [The Man Who Shot Liberty Valance, leadActorRole, James Stewart as Ransom Stoddard]
  • A. Gregory Peck as Sam Bowden
    Gregory Peck as Sam Bowden is the principled lawyer protagonist in the 1962 psychological thriller "Cape Fear," who becomes the target of a vengeful ex-convict he once helped imprison.
  • B. Gregory Peck as Penny Baxter
    Gregory Peck as Penny Baxter is the actor’s portrayal of the gentle, hardworking Florida farm father in the 1946 film adaptation of Marjorie Kinnan Rawlings’ novel "The Yearling."
  • C. Fredric March as Matthew Harrison Brady
    Fredric March as Matthew Harrison Brady is the acclaimed portrayal of a fiery, populist prosecutor modeled on William Jennings Bryan in the 1960 film adaptation of the Scopes “Monkey” Trial drama Inherit the Wind.
  • D. Lieutenant Joe Clemons – Gregory Peck
    Lieutenant Joe Clemons, portrayed by Gregory Peck, is the resolute U.S. Army officer leading a desperate defense during the Korean War in the film "Pork Chop Hill."
  • E. Charles Hayden
    Charles Hayden was an American financier and philanthropist best known for his major contributions to science and education, including endowing the Hayden Planetarium in New York City.
  • 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: James Stewart as Ransom Stoddard
Triple: [The Man Who Shot Liberty Valance, leadActorRole, James Stewart as Ransom Stoddard]
Generated description
James Stewart as Ransom Stoddard is the principled, bookish lawyer-turned-senator whose moral courage and clash with frontier violence drive the central conflict of the classic Western film "The Man Who Shot Liberty Valance."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Stewart as Ransom Stoddard
Target entity description: James Stewart as Ransom Stoddard is the principled, bookish lawyer-turned-senator whose moral courage and clash with frontier violence drive the central conflict of the classic Western film "The Man Who Shot Liberty Valance."
  • A. Gregory Peck as Sam Bowden
    Gregory Peck as Sam Bowden is the principled lawyer protagonist in the 1962 psychological thriller "Cape Fear," who becomes the target of a vengeful ex-convict he once helped imprison.
  • B. Gregory Peck as Penny Baxter
    Gregory Peck as Penny Baxter is the actor’s portrayal of the gentle, hardworking Florida farm father in the 1946 film adaptation of Marjorie Kinnan Rawlings’ novel "The Yearling."
  • C. Fredric March as Matthew Harrison Brady
    Fredric March as Matthew Harrison Brady is the acclaimed portrayal of a fiery, populist prosecutor modeled on William Jennings Bryan in the 1960 film adaptation of the Scopes “Monkey” Trial drama Inherit the Wind.
  • D. Lieutenant Joe Clemons – Gregory Peck
    Lieutenant Joe Clemons, portrayed by Gregory Peck, is the resolute U.S. Army officer leading a desperate defense during the Korean War in the film "Pork Chop Hill."
  • E. Charles Hayden
    Charles Hayden was an American financier and philanthropist best known for his major contributions to science and education, including endowing the Hayden Planetarium in New York City.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516c621881909f094d040d4805e9 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0ace26881908cfc7950dc7a6cf8 completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d241198c8190a14308e38b0778b3 completed March 14, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69b5d2af9330819081aab93fe24d3611 completed March 14, 2026, 9:27 p.m.
Created at: March 12, 2026, 11:14 p.m.