Triple

T11994242
Position Surface form Disambiguated ID Type / Status
Subject George Luz E285486 entity
Predicate unitComrades P102772 FINISHED
Object Denver Randleman
Denver Randleman was a U.S. Army paratrooper and non-commissioned officer in Easy Company of the 506th Parachute Infantry Regiment, 101st Airborne Division during World War II, whose service was depicted in the miniseries "Band of Brothers."
 E960968 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: Denver Randleman | Statement: [George Luz, unitComrades, Denver Randleman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denver Randleman
Context triple: [George Luz, unitComrades, Denver Randleman]
  • A. John Rhea
    John Rhea was an early American statesman and U.S. Congressman from Tennessee who played a significant role in the state's formative political history.
  • B. Wendell Burton
    Wendell Burton was an American actor best known for his breakout role opposite Liza Minnelli in the 1969 film "The Sterile Cuckoo."
  • C. Leon Durham
    Leon Durham is a former Major League Baseball first baseman and outfielder best known for his years with the Chicago Cubs in the early 1980s.
  • D. Jimmy Nalls
    Jimmy Nalls was an American guitarist best known for his work with the Southern rock band Sea Level and his contributions to the broader Southern rock scene.
  • E. George McCorkle
    George McCorkle was an American guitarist and songwriter best known as a founding member of the Southern rock group The Marshall Tucker Band.
  • 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: Denver Randleman
Triple: [George Luz, unitComrades, Denver Randleman]
Generated description
Denver Randleman was a U.S. Army paratrooper and non-commissioned officer in Easy Company of the 506th Parachute Infantry Regiment, 101st Airborne Division during World War II, whose service was depicted in the miniseries "Band of Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denver Randleman
Target entity description: Denver Randleman was a U.S. Army paratrooper and non-commissioned officer in Easy Company of the 506th Parachute Infantry Regiment, 101st Airborne Division during World War II, whose service was depicted in the miniseries "Band of Brothers."
  • A. John Rhea
    John Rhea was an early American statesman and U.S. Congressman from Tennessee who played a significant role in the state's formative political history.
  • B. Wendell Burton
    Wendell Burton was an American actor best known for his breakout role opposite Liza Minnelli in the 1969 film "The Sterile Cuckoo."
  • C. Leon Durham
    Leon Durham is a former Major League Baseball first baseman and outfielder best known for his years with the Chicago Cubs in the early 1980s.
  • D. Jimmy Nalls
    Jimmy Nalls was an American guitarist best known for his work with the Southern rock band Sea Level and his contributions to the broader Southern rock scene.
  • E. George McCorkle
    George McCorkle was an American guitarist and songwriter best known as a founding member of the Southern rock group The Marshall Tucker Band.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915124e4c8190b0264c2a09e3c2f3 completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d183ee881908f1c0ca4562344a9 completed May 1, 2026, 12:31 p.m.
NEDg Description generation batch_69f53d8ec5448190b303624887f7fa05 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f56495830c8190ad5e1767f251b4c5 completed May 2, 2026, 2:42 a.m.
Created at: April 8, 2026, 9:46 p.m.