Triple

T14702274
Position Surface form Disambiguated ID Type / Status
Subject Mace Neufeld E345335 entity
Predicate familyName P18 FINISHED
Object Neufeld
Neufeld is a surname most notably associated with American film and television producer Mace Neufeld.
 E1115715 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: Neufeld | Statement: [Mace Neufeld, familyName, Neufeld]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neufeld
Context triple: [Mace Neufeld, familyName, Neufeld]
  • A. Rubenfeld
    Rubenfeld is a surname most notably associated with American actor and comedian Paul Reubens, best known for creating and portraying the character Pee-wee Herman.
  • B. Naeher
    Naeher is the surname of Alyssa Naeher, an American professional soccer goalkeeper known for her role with the United States women's national team.
  • C. Norval
    Norval is a small historic village in Ontario, Canada, known for its scenic Credit River setting and association with author Lucy Maud Montgomery.
  • D. Noveskey
    Noveskey is a surname most notably associated with American musician and producer Matt Noveskey.
  • E. Feldman
    Feldman is a surname of Germanic and Ashkenazi Jewish origin borne by various notable individuals across fields such as music, academia, and the arts.
  • 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: Neufeld
Triple: [Mace Neufeld, familyName, Neufeld]
Generated description
Neufeld is a surname most notably associated with American film and television producer Mace Neufeld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neufeld
Target entity description: Neufeld is a surname most notably associated with American film and television producer Mace Neufeld.
  • A. Rubenfeld
    Rubenfeld is a surname most notably associated with American actor and comedian Paul Reubens, best known for creating and portraying the character Pee-wee Herman.
  • B. Naeher
    Naeher is the surname of Alyssa Naeher, an American professional soccer goalkeeper known for her role with the United States women's national team.
  • C. Norval
    Norval is a small historic village in Ontario, Canada, known for its scenic Credit River setting and association with author Lucy Maud Montgomery.
  • D. Noveskey
    Noveskey is a surname most notably associated with American musician and producer Matt Noveskey.
  • E. Feldman
    Feldman is a surname of Germanic and Ashkenazi Jewish origin borne by various notable individuals across fields such as music, academia, and the arts.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb6071e5c8190bb5509c859135c2d completed April 14, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0861c308190af0b5da403ecb321 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf368782c8190825247435eab2045 completed May 8, 2026, 2:30 p.m.
NED2 Entity disambiguation (via description) batch_69fdf3fe50ac8190ad5529427472eda3 completed May 8, 2026, 2:32 p.m.
Created at: April 10, 2026, 1:28 a.m.