Triple

T18204402
Position Surface form Disambiguated ID Type / Status
Subject T5 E435867 entity
Predicate introducedBy P513 FINISHED
Object Michael Matena
Michael Matena is a researcher in natural language processing known for his work on the T5 text-to-text transformer model.
E1312423 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: Michael Matena | Statement: [T5, introducedBy, Michael Matena]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Matena
Context triple: [T5, introducedBy, Michael Matena]
  • A. Mike Kellin
    Mike Kellin was an American character actor known for his prolific work in film, television, and theater from the 1950s through the 1970s.
  • B. Mikal Gilmore
    Mikal Gilmore is an American journalist and author best known for his memoir "Shot in the Heart," which explores the troubled history of his family and his brother Gary Gilmore.
  • C. Michael Wilford
    Michael Wilford was a British architect known for his postmodern designs and for continuing the work of James Stirling on prominent cultural and public buildings.
  • D. Michael Christie
    Michael Christie is an Australian academic and researcher known for his influential work in Indigenous Australian languages, knowledge systems, and collaborative research with Yolŋu communities in Arnhem Land.
  • E. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • 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: Michael Matena
Triple: [T5, introducedBy, Michael Matena]
Generated description
Michael Matena is a researcher in natural language processing known for his work on the T5 text-to-text transformer model.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Matena
Target entity description: Michael Matena is a researcher in natural language processing known for his work on the T5 text-to-text transformer model.
  • A. Mike Kellin
    Mike Kellin was an American character actor known for his prolific work in film, television, and theater from the 1950s through the 1970s.
  • B. Mikal Gilmore
    Mikal Gilmore is an American journalist and author best known for his memoir "Shot in the Heart," which explores the troubled history of his family and his brother Gary Gilmore.
  • C. Michael Wilford
    Michael Wilford was a British architect known for his postmodern designs and for continuing the work of James Stirling on prominent cultural and public buildings.
  • D. Michael Christie
    Michael Christie is an Australian academic and researcher known for his influential work in Indigenous Australian languages, knowledge systems, and collaborative research with Yolŋu communities in Arnhem Land.
  • E. Matthew York
    Matthew York is the son of American actor Dick York, best known for his role as the original Darrin Stephens on the television series "Bewitched."
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e222831081908f7d5500424e3acb completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f0e52108190913cc5c667619d89 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039fdd9c4c819083b450657d0ece43 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a0d6de8c8190b1f94c7de0856143 completed May 12, 2026, 9:51 p.m.
Created at: April 10, 2026, 10:32 a.m.