Triple

T13450233
Position Surface form Disambiguated ID Type / Status
Subject Lovell E320588 entity
Predicate hasNotableBearer P458 FINISHED
Object John Lovell
John Lovell is a former U.S. Army Ranger and firearms instructor best known as the founder of the Warrior Poet Society, a media and training company focused on self-defense, tactical skills, and Christian-informed warrior ethics.
E1049672 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: John Lovell | Statement: [Lovell, hasNotableBearer, John Lovell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Lovell
Context triple: [Lovell, hasNotableBearer, John Lovell]
  • A. Dr. Jerome Lovell
    Dr. Jerome Lovell is a fictional physician and central character in the film "Nell," who discovers and attempts to help a reclusive young woman raised in isolation.
  • B. Robert Lovell
    Robert Lovell is known primarily as the husband of Mary Fricker.
  • C. Richard F. Gordon Jr.
    Richard F. Gordon Jr. was a U.S. Navy fighter pilot, NASA astronaut, and command module pilot of Apollo 12 who played a key role in the early Apollo lunar program.
  • D. Charles Conrad
    Charles "Pete" Conrad was an American astronaut, naval officer, and the third person to walk on the Moon.
  • E. Steve Grissom
    Steve Grissom is an American stock car racing driver best known for his NASCAR Busch Series championship and association with the famed Alabama Gang.
  • 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: John Lovell
Triple: [Lovell, hasNotableBearer, John Lovell]
Generated description
John Lovell is a former U.S. Army Ranger and firearms instructor best known as the founder of the Warrior Poet Society, a media and training company focused on self-defense, tactical skills, and Christian-informed warrior ethics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Lovell
Target entity description: John Lovell is a former U.S. Army Ranger and firearms instructor best known as the founder of the Warrior Poet Society, a media and training company focused on self-defense, tactical skills, and Christian-informed warrior ethics.
  • A. Dr. Jerome Lovell
    Dr. Jerome Lovell is a fictional physician and central character in the film "Nell," who discovers and attempts to help a reclusive young woman raised in isolation.
  • B. Robert Lovell
    Robert Lovell is known primarily as the husband of Mary Fricker.
  • C. Richard F. Gordon Jr.
    Richard F. Gordon Jr. was a U.S. Navy fighter pilot, NASA astronaut, and command module pilot of Apollo 12 who played a key role in the early Apollo lunar program.
  • D. Charles Conrad
    Charles "Pete" Conrad was an American astronaut, naval officer, and the third person to walk on the Moon.
  • E. Steve Grissom
    Steve Grissom is an American stock car racing driver best known for his NASCAR Busch Series championship and association with the famed Alabama Gang.
  • 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaef973b08190a3d7fe1c2a913cff completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76ba344e0819098da09416a913851 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f7763fc23c819098d46ab0906b8764 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f779178dc48190bb0de790de30d8b0 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:41 p.m.