Triple

T4220313
Position Surface form Disambiguated ID Type / Status
Subject The Last of the Mohicans E94321 entity
Predicate mainCharacter P1183 FINISHED
Object Major Duncan Heyward
Major Duncan Heyward is a British army officer and central figure in James Fenimore Cooper’s novel "The Last of the Mohicans," whose sense of duty and honor shape much of the story’s conflict and romance.
E421122 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: Major Duncan Heyward | Statement: [The Last of the Mohicans, mainCharacter, Major Duncan Heyward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Major Duncan Heyward
Context triple: [The Last of the Mohicans, mainCharacter, Major Duncan Heyward]
  • A. Major Frank Goodden
    Major Frank Goodden was a British test pilot and aviation pioneer closely associated with the Royal Aircraft Factory during World War I.
  • B. Major Roy Franklin
    Major Roy Franklin is a British officer in the World War II adventure novel and film "The Guns of Navarone," whose injury and compromised status create a critical moral and tactical dilemma for the commando team.
  • C. Lt. Jim Bledsoe
    Lt. Jim Bledsoe is a key U.S. Navy submarine officer in the World War II drama "Run Silent, Run Deep," known for his conflict with the commanding captain over tactics and command.
  • D. Lieutenant Joe Clemons
    Lieutenant Joe Clemons is the U.S. Army officer portrayed as the central combat leader in the Korean War drama film "Pork Chop Hill."
  • E. Lt. Col. Frank Slade
    Lt. Col. Frank Slade is the blind, irascible yet deeply principled retired Army officer portrayed by Al Pacino in the film "Scent of a Woman."
  • 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: Major Duncan Heyward
Triple: [The Last of the Mohicans, mainCharacter, Major Duncan Heyward]
Generated description
Major Duncan Heyward is a British army officer and central figure in James Fenimore Cooper’s novel "The Last of the Mohicans," whose sense of duty and honor shape much of the story’s conflict and romance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Major Duncan Heyward
Target entity description: Major Duncan Heyward is a British army officer and central figure in James Fenimore Cooper’s novel "The Last of the Mohicans," whose sense of duty and honor shape much of the story’s conflict and romance.
  • A. Major Frank Goodden
    Major Frank Goodden was a British test pilot and aviation pioneer closely associated with the Royal Aircraft Factory during World War I.
  • B. Major Roy Franklin
    Major Roy Franklin is a British officer in the World War II adventure novel and film "The Guns of Navarone," whose injury and compromised status create a critical moral and tactical dilemma for the commando team.
  • C. Lt. Jim Bledsoe
    Lt. Jim Bledsoe is a key U.S. Navy submarine officer in the World War II drama "Run Silent, Run Deep," known for his conflict with the commanding captain over tactics and command.
  • D. Lieutenant Joe Clemons
    Lieutenant Joe Clemons is the U.S. Army officer portrayed as the central combat leader in the Korean War drama film "Pork Chop Hill."
  • E. Lt. Col. Frank Slade
    Lt. Col. Frank Slade is the blind, irascible yet deeply principled retired Army officer portrayed by Al Pacino in the film "Scent of a Woman."
  • 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_69b3451997e08190851db4a9a588837d completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b34e0c84548190b051d32d434cbf04 completed March 12, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5963ffacc8190843b60ea1b224f91 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b596b842648190a6f00c37e23e311f completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b5976663d88190a73a729554e91074 completed March 14, 2026, 5:14 p.m.
Created at: March 12, 2026, 11:04 p.m.