Triple

T2173333
Position Surface form Disambiguated ID Type / Status
Subject Apocalypse Now E48471 entity
Predicate character P662 FINISHED
Object Colonel Walter E. Kurtz
Colonel Walter E. Kurtz is the enigmatic, rogue U.S. Army Special Forces officer who becomes a godlike, tyrannical figure in the Cambodian jungle in Francis Ford Coppola’s film *Apocalypse Now*.
E243111 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: Colonel Walter E. Kurtz | Statement: [Apocalypse Now, character, Colonel Walter E. Kurtz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Colonel Walter E. Kurtz
Context triple: [Apocalypse Now, character, Colonel Walter E. Kurtz]
  • A. Lieutenant General Hal Moore
    Lieutenant General Hal Moore was a highly respected U.S. Army officer best known for his leadership during the Battle of Ia Drang in the Vietnam War and for co-authoring the book "We Were Soldiers Once... and Young."
  • B. Commander Richter
    Commander Richter is a fictional law enforcement official featured in Dan Brown’s thriller novel "Angels & Demons."
  • C. Commander Schultz
    Commander Schultz is a sympathetic and conflicted military officer in Charlie Chaplin’s satirical film "The Great Dictator," who ultimately aids the film’s oppressed protagonists.
  • D. Colonel Osborne
    Colonel Osborne is a central character in Anthony Trollope's novel "He Knew He Was Right," known for his flirtatious behavior and the jealousy and marital discord his actions help provoke.
  • E. Commander Judd
    Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
  • 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: Colonel Walter E. Kurtz
Triple: [Apocalypse Now, character, Colonel Walter E. Kurtz]
Generated description
Colonel Walter E. Kurtz is the enigmatic, rogue U.S. Army Special Forces officer who becomes a godlike, tyrannical figure in the Cambodian jungle in Francis Ford Coppola’s film *Apocalypse Now*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Colonel Walter E. Kurtz
Target entity description: Colonel Walter E. Kurtz is the enigmatic, rogue U.S. Army Special Forces officer who becomes a godlike, tyrannical figure in the Cambodian jungle in Francis Ford Coppola’s film *Apocalypse Now*.
  • A. Lieutenant General Hal Moore
    Lieutenant General Hal Moore was a highly respected U.S. Army officer best known for his leadership during the Battle of Ia Drang in the Vietnam War and for co-authoring the book "We Were Soldiers Once... and Young."
  • B. Commander Richter
    Commander Richter is a fictional law enforcement official featured in Dan Brown’s thriller novel "Angels & Demons."
  • C. Commander Schultz
    Commander Schultz is a sympathetic and conflicted military officer in Charlie Chaplin’s satirical film "The Great Dictator," who ultimately aids the film’s oppressed protagonists.
  • D. Colonel Osborne
    Colonel Osborne is a central character in Anthony Trollope's novel "He Knew He Was Right," known for his flirtatious behavior and the jealousy and marital discord his actions help provoke.
  • E. Commander Judd
    Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbecb97a48190834e3e536184bbd1 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9c61448190930777bcf2028882 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e1ea6108190b22ead618d620613 completed March 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.