Triple

T15271614
Position Surface form Disambiguated ID Type / Status
Subject Kehler E365032 entity
Predicate hasNotableBearer P458 FINISHED
Object Randy Kehler
Randy Kehler is an American pacifist activist and conscientious objector known for his leadership in the anti–Vietnam War movement and advocacy for nonviolent social change.
E1146118 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: Randy Kehler | Statement: [Kehler, hasNotableBearer, Randy Kehler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Kehler
Context triple: [Kehler, hasNotableBearer, Randy Kehler]
  • A. Justin McCarthy
    Justin McCarthy is a name shared by several notable figures, including an Irish nationalist politician and historian, as well as a contemporary American historian and author known for his work on Middle Eastern and Ottoman history.
  • B. Matt Birk
    Matt Birk is a former NFL center, primarily for the Minnesota Vikings and Baltimore Ravens, who became a Super Bowl champion and later an executive with the league.
  • C. Dan Orlovsky
    Dan Orlovsky is a former NFL quarterback who became a prominent football analyst and commentator for ESPN.
  • D. Rory McCown
    Rory McCown is an alternate name for Rory Calhoun, the American actor best known for his roles in Western films and television during the mid-20th century.
  • E. Craig Celek
    Craig Celek is a former American football tight end who played in the NFL, notably for the San Francisco 49ers.
  • 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: Randy Kehler
Triple: [Kehler, hasNotableBearer, Randy Kehler]
Generated description
Randy Kehler is an American pacifist activist and conscientious objector known for his leadership in the anti–Vietnam War movement and advocacy for nonviolent social change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Kehler
Target entity description: Randy Kehler is an American pacifist activist and conscientious objector known for his leadership in the anti–Vietnam War movement and advocacy for nonviolent social change.
  • A. Justin McCarthy
    Justin McCarthy is a name shared by several notable figures, including an Irish nationalist politician and historian, as well as a contemporary American historian and author known for his work on Middle Eastern and Ottoman history.
  • B. Matt Birk
    Matt Birk is a former NFL center, primarily for the Minnesota Vikings and Baltimore Ravens, who became a Super Bowl champion and later an executive with the league.
  • C. Dan Orlovsky
    Dan Orlovsky is a former NFL quarterback who became a prominent football analyst and commentator for ESPN.
  • D. Rory McCown
    Rory McCown is an alternate name for Rory Calhoun, the American actor best known for his roles in Western films and television during the mid-20th century.
  • E. Craig Celek
    Craig Celek is a former American football tight end who played in the NFL, notably for the San Francisco 49ers.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0094eac848190a1740ae1aa6b28e0 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee6046a088190a9ebea7672e36b73 completed May 9, 2026, 7:45 a.m.
NEDg Description generation batch_69fee6b27b2c8190b6edc39dd1baf81a completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee74980a48190ae6054c3feabcf0e completed May 9, 2026, 7:50 a.m.
Created at: April 10, 2026, 3:14 a.m.