Triple

T1520484
Position Surface form Disambiguated ID Type / Status
Subject Morris Halle E32214 entity
Predicate doctoralStudent P167 FINISHED
Object Mark Aronoff
Mark Aronoff is an American linguist renowned for his influential work in morphology and for his long-standing role as a professor at Stony Brook University.
 E198467 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: Mark Aronoff | Statement: [Morris Halle, doctoralStudent, Mark Aronoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Aronoff
Context triple: [Morris Halle, doctoralStudent, Mark Aronoff]
  • A. Dave Abbruzzese
    Dave Abbruzzese is an American rock drummer best known for his work with Pearl Jam during their early 1990s commercial peak, including on the albums "Vs." and "Vitalogy."
  • B. Tony Clark
    Tony Clark is a former Major League Baseball first baseman who became the influential executive director of the MLB Players Association.
  • C. Matt Cameron
    Matt Cameron is an American rock drummer best known for his work with the bands Soundgarden and Pearl Jam.
  • D. Brad Wilk
    Brad Wilk is an American drummer best known as a founding member of the rock band Rage Against the Machine and for his work with Audioslave and Prophets of Rage.
  • E. Michael Beinhorn
    Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
  • 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: Mark Aronoff
Triple: [Morris Halle, doctoralStudent, Mark Aronoff]
Generated description
Mark Aronoff is an American linguist renowned for his influential work in morphology and for his long-standing role as a professor at Stony Brook University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Aronoff
Target entity description: Mark Aronoff is an American linguist renowned for his influential work in morphology and for his long-standing role as a professor at Stony Brook University.
  • A. Dave Abbruzzese
    Dave Abbruzzese is an American rock drummer best known for his work with Pearl Jam during their early 1990s commercial peak, including on the albums "Vs." and "Vitalogy."
  • B. Tony Clark
    Tony Clark is a former Major League Baseball first baseman who became the influential executive director of the MLB Players Association.
  • C. Matt Cameron
    Matt Cameron is an American rock drummer best known for his work with the bands Soundgarden and Pearl Jam.
  • D. Brad Wilk
    Brad Wilk is an American drummer best known as a founding member of the rock band Rage Against the Machine and for his work with Audioslave and Prophets of Rage.
  • E. Michael Beinhorn
    Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a907f071848190a5fb8fa1b97ef4de completed March 5, 2026, 4:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada967e01481908802baf2de7ad6a7 completed March 8, 2026, 4:52 p.m.
NEDg Description generation batch_69adab31c0148190bb2f6d1a8e01d942 completed March 8, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69adae9fdd3081908b1d9d7335cab1bd completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:26 p.m.