Triple

T4117345
Position Surface form Disambiguated ID Type / Status
Subject Waco siege E90324 entity
Predicate leaderOfOpposingGroup P17525 FINISHED
Object David Koresh
David Koresh was the controversial leader of the Branch Davidians religious sect, best known for his central role in the 1993 Waco siege against U.S. federal authorities.
E415431 NE FINISHED

How this triple was built (5 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: David Koresh | Statement: [Waco siege, leaderOfOpposingGroup, David Koresh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Koresh
Context triple: [Waco siege, leaderOfOpposingGroup, David Koresh]
  • A. Jim Jones
    Jim Jones is an American rapper and music executive from Harlem, best known as a founding member of The Diplomats (Dipset) and for hits like "We Fly High (Ballin')."
  • B. Eric Robert Rudolph
    Eric Robert Rudolph is an American domestic terrorist and former fugitive best known for carrying out a series of bombings in the late 1990s, including attacks on the 1996 Atlanta Olympics and abortion clinics.
  • C. Timothy McVeigh
    Timothy McVeigh was an American domestic terrorist best known for perpetrating the 1995 Oklahoma City bombing, one of the deadliest attacks on U.S. soil before 9/11.
  • D. John J. McVeigh
    John J. McVeigh was a United States military serviceman whose burial at Golden Gate National Cemetery signifies his status as a veteran honored for his service.
  • E. John Holmes
    John Holmes was a famous American adult film actor of the 1970s and early 1980s, widely known for his prolific career and distinctive physical attributes.
  • 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: David Koresh
Triple: [Waco siege, leaderOfOpposingGroup, David Koresh]
Generated description
David Koresh was the controversial leader of the Branch Davidians religious sect, best known for his central role in the 1993 Waco siege against U.S. federal authorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Koresh
Target entity description: David Koresh was the controversial leader of the Branch Davidians religious sect, best known for his central role in the 1993 Waco siege against U.S. federal authorities.
  • A. Jim Jones
    Jim Jones is an American rapper and music executive from Harlem, best known as a founding member of The Diplomats (Dipset) and for hits like "We Fly High (Ballin')."
  • B. Eric Robert Rudolph
    Eric Robert Rudolph is an American domestic terrorist and former fugitive best known for carrying out a series of bombings in the late 1990s, including attacks on the 1996 Atlanta Olympics and abortion clinics.
  • C. Timothy McVeigh
    Timothy McVeigh was an American domestic terrorist best known for perpetrating the 1995 Oklahoma City bombing, one of the deadliest attacks on U.S. soil before 9/11.
  • D. John J. McVeigh
    John J. McVeigh was a United States military serviceman whose burial at Golden Gate National Cemetery signifies his status as a veteran honored for his service.
  • E. John Holmes
    John Holmes was a famous American adult film actor of the 1970s and early 1980s, widely known for his prolific career and distinctive physical attributes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: leaderOfOpposingGroup
Context triple: [Waco siege, leaderOfOpposingGroup, David Koresh]
  • A. opposedLeader
    Indicates that one entity actively resisted, challenged, or worked against the leadership or authority of another entity.
  • B. primaryOpposingLeader chosen
    Indicates that one entity serves as the main or chief leader directly opposing another entity in a conflict, competition, or political context.
  • C. belligerentLeader
    Indicates that an entity serves as a leader or authority figure of a party engaged in a conflict, war, or hostile confrontation.
  • D. opposedByLeader
    Indicates that an action, proposal, or position is actively resisted or rejected by a leader.
  • E. oppositionLeader
    Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
  • F. None of above.

Provenance (6 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0246e40081908ad6741a830ca68e completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576abe02081908a1b0322758089bd completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577180e2881908e3bf4bfce7c9edd completed March 14, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69b5778dcdc08190aee087f6d54992dc completed March 14, 2026, 2:58 p.m.
PD Predicate disambiguation batch_69af01867698819098e4144634b2ec4f completed March 9, 2026, 5:21 p.m.
Created at: March 9, 2026, 3:41 p.m.