Triple

T11994116
Position Surface form Disambiguated ID Type / Status
Subject Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division E285483 entity
Predicate notableMember P10 FINISHED
Object Edward "Babe" Heffron
Edward "Babe" Heffron was a World War II paratrooper whose service with Easy Company of the 506th Parachute Infantry Regiment was later chronicled in the book and miniseries "Band of Brothers."
E958668 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: Edward "Babe" Heffron | Statement: [Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division, notableMember, Edward "Babe" Heffron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward "Babe" Heffron
Context triple: [Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division, notableMember, Edward "Babe" Heffron]
  • A. Leon Barmore
    Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
  • B. Bobby Franks
    Bobby Franks was a 14-year-old Chicago boy whose 1924 kidnapping and murder by Nathan Leopold and Richard Loeb became one of the most infamous criminal cases in American history.
  • C. Bobby Morrow
    Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
  • D. Henry Boucher
    Henry Boucher was a French political figure known for co-founding the center-right Democratic Republican Alliance during the Third Republic.
  • E. Lewis Robinson
    Lewis Robinson is the child of Jason Robinson.
  • 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: Edward "Babe" Heffron
Triple: [Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division, notableMember, Edward "Babe" Heffron]
Generated description
Edward "Babe" Heffron was a World War II paratrooper whose service with Easy Company of the 506th Parachute Infantry Regiment was later chronicled in the book and miniseries "Band of Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward "Babe" Heffron
Target entity description: Edward "Babe" Heffron was a World War II paratrooper whose service with Easy Company of the 506th Parachute Infantry Regiment was later chronicled in the book and miniseries "Band of Brothers."
  • A. Leon Barmore
    Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
  • B. Bobby Franks
    Bobby Franks was a 14-year-old Chicago boy whose 1924 kidnapping and murder by Nathan Leopold and Richard Loeb became one of the most infamous criminal cases in American history.
  • C. Bobby Morrow
    Bobby Morrow was an American sprinter and three-time Olympic gold medalist renowned for dominating the 100m and 200m events in the mid-1950s.
  • D. Henry Boucher
    Henry Boucher was a French political figure known for co-founding the center-right Democratic Republican Alliance during the Third Republic.
  • E. Lewis Robinson
    Lewis Robinson is the child of Jason Robinson.
  • 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_69d903b211688190bfe6dd15c3f96d2f completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47273e1088190b899071baff1375a completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.