Triple

T21689013
Position Surface form Disambiguated ID Type / Status
Subject Michele Bachmann E535307 entity
Predicate spouse P13 FINISHED
Object Marcus Bachmann
Marcus Bachmann is an American Christian counselor and clinic owner best known as the husband of former U.S. congresswoman and presidential candidate Michele Bachmann.
E1498218 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: Marcus Bachmann | Statement: [Michele Bachmann, spouse, Marcus Bachmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcus Bachmann
Context triple: [Michele Bachmann, spouse, Marcus Bachmann]
  • A. Tim Huelskamp
    Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
  • B. Paul Mulvaney
    Paul Mulvaney is an Australian physical chemist renowned for his pioneering research in colloid and surface chemistry, particularly in nanoscience and plasmonics.
  • C. Kevin Dobson
    Kevin Dobson was an American actor best known for his television roles in series such as Kojak and Knots Landing.
  • D. Steve Jolley
    Steve Jolley is a British songwriter and record producer best known as part of the 1980s pop production and writing duo Jolley & Swain, who worked with artists such as Bananarama and Spandau Ballet.
  • E. Rick Santorum
    Rick Santorum is an American Republican politician and attorney who served as a U.S. Senator from Pennsylvania and later became known as a prominent social conservative and presidential candidate.
  • 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: Marcus Bachmann
Triple: [Michele Bachmann, spouse, Marcus Bachmann]
Generated description
Marcus Bachmann is an American Christian counselor and clinic owner best known as the husband of former U.S. congresswoman and presidential candidate Michele Bachmann.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcus Bachmann
Target entity description: Marcus Bachmann is an American Christian counselor and clinic owner best known as the husband of former U.S. congresswoman and presidential candidate Michele Bachmann.
  • A. Tim Huelskamp
    Tim Huelskamp is an American Republican politician and former U.S. Representative known for his staunch fiscal and social conservatism and alignment with the Tea Party movement.
  • B. Paul Mulvaney
    Paul Mulvaney is an Australian physical chemist renowned for his pioneering research in colloid and surface chemistry, particularly in nanoscience and plasmonics.
  • C. Kevin Dobson
    Kevin Dobson was an American actor best known for his television roles in series such as Kojak and Knots Landing.
  • D. Steve Jolley
    Steve Jolley is a British songwriter and record producer best known as part of the 1980s pop production and writing duo Jolley & Swain, who worked with artists such as Bananarama and Spandau Ballet.
  • E. Rick Santorum
    Rick Santorum is an American Republican politician and attorney who served as a U.S. Senator from Pennsylvania and later became known as a prominent social conservative and presidential candidate.
  • 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_69e0c469b6ec8190aee4cadd1527db91 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef96cd51d481908df67e4f69826b06 completed April 27, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24a4e86081908d7c7df5dcfce34c completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a25e3f88c8190b9e45419c281f781 completed May 17, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0a26ad254081908be75936046e23ca completed May 17, 2026, 8:35 p.m.
Created at: April 16, 2026, 6:44 p.m.