Triple

T21689013

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michele Bachmann	`E535307`	entity
Predicate	spouse	`P13`	FINISHED
Object	Marcus Bachmann	`—`	NE NERFINISHED

How this triple was built (3 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.

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 (2 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.

Created at: April 16, 2026, 6:44 p.m.