Triple

T16466401
Position Surface form Disambiguated ID Type / Status
Subject 2018 New Hampshire gubernatorial election E399942 entity
Predicate republicanPrimaryCandidate P41578 FINISHED
Object Karen Testerman
Karen Testerman is a New Hampshire conservative activist and politician known for her involvement in Republican politics and advocacy on social and family issues.
E1215708 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: Karen Testerman | Statement: [2018 New Hampshire gubernatorial election, republicanPrimaryCandidate, Karen Testerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karen Testerman
Context triple: [2018 New Hampshire gubernatorial election, republicanPrimaryCandidate, Karen Testerman]
  • A. Laura Rister
    Laura Rister is a film producer and executive known for her work on independent and prestige projects, including the financial thriller "Margin Call."
  • B. Karen Ziemba
    Karen Ziemba is a Tony Award–winning American actress, singer, and dancer best known for her work in musical theatre on Broadway.
  • C. Karen Barad
    Karen Barad is a feminist theorist and physicist best known for developing the concept of "agential realism," which bridges quantum physics, philosophy, and gender studies.
  • D. Karen Philipp
    Karen Philipp is an American singer best known as a vocalist with Sérgio Mendes & Brasil '66 and later as an actress on the television series M*A*S*H.
  • E. Karen Gunderson
    Karen Gunderson is an American singer best known as a member of the folk music group The New Christy Minstrels.
  • 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: Karen Testerman
Triple: [2018 New Hampshire gubernatorial election, republicanPrimaryCandidate, Karen Testerman]
Generated description
Karen Testerman is a New Hampshire conservative activist and politician known for her involvement in Republican politics and advocacy on social and family issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karen Testerman
Target entity description: Karen Testerman is a New Hampshire conservative activist and politician known for her involvement in Republican politics and advocacy on social and family issues.
  • A. Laura Rister
    Laura Rister is a film producer and executive known for her work on independent and prestige projects, including the financial thriller "Margin Call."
  • B. Karen Ziemba
    Karen Ziemba is a Tony Award–winning American actress, singer, and dancer best known for her work in musical theatre on Broadway.
  • C. Karen Barad
    Karen Barad is a feminist theorist and physicist best known for developing the concept of "agential realism," which bridges quantum physics, philosophy, and gender studies.
  • D. Karen Philipp
    Karen Philipp is an American singer best known as a vocalist with Sérgio Mendes & Brasil '66 and later as an actress on the television series M*A*S*H.
  • E. Karen Gunderson
    Karen Gunderson is an American singer best known as a member of the folk music group The New Christy Minstrels.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dcc52f88190958b408e49cfb512 completed April 18, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f575ed48190a24d6af74565189d completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a00525b579c81909df181059d0e3db8 completed May 10, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0052ee614881908eb8f7c031ff8f7c completed May 10, 2026, 9:42 a.m.
Created at: April 10, 2026, 5:11 a.m.