Triple

T11747561
Position Surface form Disambiguated ID Type / Status
Subject Ender's Game E279322 entity
Predicate character P662 FINISHED
Object Colonel Hyrum Graff
Colonel Hyrum Graff is the stern yet calculating commander who oversees and manipulates Ender Wiggin’s training at Battle School in Orson Scott Card’s science fiction novel "Ender’s Game."
E944741 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 Hyrum Graff | Statement: [Ender's Game, character, Colonel Hyrum Graff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Colonel Hyrum Graff
Context triple: [Ender's Game, character, Colonel Hyrum Graff]
  • A. Colonel Donlin
    Colonel Donlin is a central character in the Twilight Zone episode "I Shot an Arrow into the Air," serving as the commanding officer whose leadership and decisions drive the story's moral and survival dilemmas.
  • B. Colonel Noel Wild
    Colonel Noel Wild was a British Army officer who played a key leadership role in the Allied deception efforts surrounding Operation Bodyguard during World War II.
  • C. Colonel Creighton
    Colonel Creighton is a British intelligence officer and scholar of Indian culture in Rudyard Kipling’s novel "Kim," serving as a key figure in the Great Game espionage network.
  • D. Colonel McCormick
    Colonel McCormick was a powerful American newspaper publisher and longtime editor and owner of the Chicago Tribune, known for his conservative political influence in the mid-20th century.
  • E. Colonel Strong Vincent
    Colonel Strong Vincent was a Union Army officer in the American Civil War best known for his decisive leadership and mortal wounding while defending Little Round Top at the Battle of Gettysburg.
  • 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 Hyrum Graff
Triple: [Ender's Game, character, Colonel Hyrum Graff]
Generated description
Colonel Hyrum Graff is the stern yet calculating commander who oversees and manipulates Ender Wiggin’s training at Battle School in Orson Scott Card’s science fiction novel "Ender’s Game."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Colonel Hyrum Graff
Target entity description: Colonel Hyrum Graff is the stern yet calculating commander who oversees and manipulates Ender Wiggin’s training at Battle School in Orson Scott Card’s science fiction novel "Ender’s Game."
  • A. Colonel Donlin
    Colonel Donlin is a central character in the Twilight Zone episode "I Shot an Arrow into the Air," serving as the commanding officer whose leadership and decisions drive the story's moral and survival dilemmas.
  • B. Colonel Noel Wild
    Colonel Noel Wild was a British Army officer who played a key leadership role in the Allied deception efforts surrounding Operation Bodyguard during World War II.
  • C. Colonel Creighton
    Colonel Creighton is a British intelligence officer and scholar of Indian culture in Rudyard Kipling’s novel "Kim," serving as a key figure in the Great Game espionage network.
  • D. Colonel McCormick
    Colonel McCormick was a powerful American newspaper publisher and longtime editor and owner of the Chicago Tribune, known for his conservative political influence in the mid-20th century.
  • E. Colonel Strong Vincent
    Colonel Strong Vincent was a Union Army officer in the American Civil War best known for his decisive leadership and mortal wounding while defending Little Round Top at the Battle of Gettysburg.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a50763a081908597da118bd0a64e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a0492b48190b6f2e3cf36b4f537 completed April 28, 2026, 2:23 a.m.
NEDg Description generation batch_69f0319520dc8190817c5e75ddb7d40b completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05ad36e4c8190b7239e5b33713369 completed April 28, 2026, 6:59 a.m.
Created at: April 8, 2026, 9:41 p.m.