Triple

T2087810
Position Surface form Disambiguated ID Type / Status
Subject Fundamentalist Church of Jesus Christ of Latter-Day Saints E45392 entity
Predicate hasFormerLeader P7716 FINISHED
Object Leroy S. Johnson
Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
E276247 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: Leroy S. Johnson | Statement: [Fundamentalist Church of Jesus Christ of Latter-Day Saints, hasFormerLeader, Leroy S. Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leroy S. Johnson
Context triple: [Fundamentalist Church of Jesus Christ of Latter-Day Saints, hasFormerLeader, Leroy S. Johnson]
  • A. Alonzo W. Rollins
    Alonzo W. Rollins was a Chicago-based businessman and philanthropist whose substantial donations and support for education led to a liberal arts college in Florida being named in his honor.
  • B. Lonnie E. Smith
    Lonnie E. Smith was an African American voter whose challenge to racially discriminatory primary elections led to the landmark U.S. Supreme Court decision in Smith v. Allwright (1944), which struck down white-only primaries.
  • C. Holton D. Robinson
    Holton D. Robinson was an American civil engineer noted for his work on major suspension bridges in the early 20th century.
  • D. Maxwell R. Thurman
    Maxwell R. Thurman was a U.S. Army four-star general best known for leading the 1989 invasion of Panama and for his influential roles in military personnel and training policy.
  • E. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • 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: Leroy S. Johnson
Triple: [Fundamentalist Church of Jesus Christ of Latter-Day Saints, hasFormerLeader, Leroy S. Johnson]
Generated description
Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leroy S. Johnson
Target entity description: Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
  • A. Alonzo W. Rollins
    Alonzo W. Rollins was a Chicago-based businessman and philanthropist whose substantial donations and support for education led to a liberal arts college in Florida being named in his honor.
  • B. Lonnie E. Smith
    Lonnie E. Smith was an African American voter whose challenge to racially discriminatory primary elections led to the landmark U.S. Supreme Court decision in Smith v. Allwright (1944), which struck down white-only primaries.
  • C. Holton D. Robinson
    Holton D. Robinson was an American civil engineer noted for his work on major suspension bridges in the early 20th century.
  • D. Maxwell R. Thurman
    Maxwell R. Thurman was a U.S. Army four-star general best known for leading the 1989 invasion of Panama and for his influential roles in military personnel and training policy.
  • E. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba712388819091d68a4bb99f6b17 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cbcf8dc8190a3319bdf58dce307 completed March 9, 2026, 11:50 p.m.
NEDg Description generation batch_69af5d4795288190bb09c1a928e70b3e completed March 9, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69af5dca88948190b0b195bce7126891 completed March 9, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:41 p.m.