Triple

T14910756
Position Surface form Disambiguated ID Type / Status
Subject Scott Klug E371253 entity
Predicate precededBy P97 FINISHED
Object Robert Kastenmeier
Robert Kastenmeier was a long-serving Democratic U.S. Representative from Wisconsin known for his influential work on intellectual property and civil liberties legislation.
 E1127487 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: Robert Kastenmeier | Statement: [Scott Klug, precededBy, Robert Kastenmeier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Kastenmeier
Context triple: [Scott Klug, precededBy, Robert Kastenmeier]
  • A. Gary Heidnik
    Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
  • B. Marco Sturm
    Marco Sturm is a former German professional ice hockey forward and coach, best known for his NHL career and later coaching roles, including leading Germany’s national team.
  • C. Thomas Wincek
    Thomas Wincek is an American musician and multi-instrumentalist best known for his work in experimental and indie rock projects, including as a member of Volcano Choir.
  • D. David Knies
    David Knies is a video game industry figure best known as a co-founder of the game development studio Treyarch, which created several major Call of Duty titles.
  • E. David Knies
    David Knies is an individual whose specific public background or notable achievements are not clearly identifiable from the available information.
  • 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: Robert Kastenmeier
Triple: [Scott Klug, precededBy, Robert Kastenmeier]
Generated description
Robert Kastenmeier was a long-serving Democratic U.S. Representative from Wisconsin known for his influential work on intellectual property and civil liberties legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Kastenmeier
Target entity description: Robert Kastenmeier was a long-serving Democratic U.S. Representative from Wisconsin known for his influential work on intellectual property and civil liberties legislation.
  • A. Gary Heidnik
    Gary Heidnik was an American serial killer and kidnapper from Philadelphia who infamously imprisoned and tortured women in his basement in the 1980s.
  • B. Marco Sturm
    Marco Sturm is a former German professional ice hockey forward and coach, best known for his NHL career and later coaching roles, including leading Germany’s national team.
  • C. Thomas Wincek
    Thomas Wincek is an American musician and multi-instrumentalist best known for his work in experimental and indie rock projects, including as a member of Volcano Choir.
  • D. David Knies
    David Knies is a video game industry figure best known as a co-founder of the game development studio Treyarch, which created several major Call of Duty titles.
  • E. David Knies
    David Knies is an individual whose specific public background or notable achievements are not clearly identifiable from the available information.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded61c6b9c8190a92934d49b98fe46 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bb366481909706d511f5ae1290 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe733a580c8190bc2f053188bb7145 completed May 8, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69fe75ecce8c8190a879d8f908d9fb28 completed May 8, 2026, 11:46 p.m.
Created at: April 10, 2026, 2:26 a.m.