Triple

T17226980
Position Surface form Disambiguated ID Type / Status
Subject Renata Kallosh E418139 entity
Predicate collaboratesWith P37 FINISHED
Object Eva Silverstein
Eva Silverstein is a theoretical physicist known for her influential work in string theory, cosmology, and quantum gravity.
E1257324 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: Eva Silverstein | Statement: [Renata Kallosh, collaboratesWith, Eva Silverstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eva Silverstein
Context triple: [Renata Kallosh, collaboratesWith, Eva Silverstein]
  • A. Anne Neuberger
    Anne Neuberger is an American national security official known for her leadership in U.S. cybersecurity and technology policy at the highest levels of government.
  • B. Susan B. Landau
    Susan B. Landau is a film producer best known for her work on the popular 1993 sports comedy "Cool Runnings."
  • C. Melissa Corken
    Melissa Corken is a music industry figure best known as the founder of the World Music Awards, an international awards show recognizing global recording artists.
  • D. Linda Salzman Sagan
    Linda Salzman Sagan is an American artist and writer best known for co-designing the Pioneer plaque and contributing to other interstellar message projects alongside Carl Sagan.
  • E. Helen Quinn
    Helen Quinn is an Australian-born theoretical physicist renowned for her work on the strong CP problem and the Peccei–Quinn theory, as well as for her influential contributions to science education.
  • 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: Eva Silverstein
Triple: [Renata Kallosh, collaboratesWith, Eva Silverstein]
Generated description
Eva Silverstein is a theoretical physicist known for her influential work in string theory, cosmology, and quantum gravity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eva Silverstein
Target entity description: Eva Silverstein is a theoretical physicist known for her influential work in string theory, cosmology, and quantum gravity.
  • A. Anne Neuberger
    Anne Neuberger is an American national security official known for her leadership in U.S. cybersecurity and technology policy at the highest levels of government.
  • B. Susan B. Landau
    Susan B. Landau is a film producer best known for her work on the popular 1993 sports comedy "Cool Runnings."
  • C. Melissa Corken
    Melissa Corken is a music industry figure best known as the founder of the World Music Awards, an international awards show recognizing global recording artists.
  • D. Linda Salzman Sagan
    Linda Salzman Sagan is an American artist and writer best known for co-designing the Pioneer plaque and contributing to other interstellar message projects alongside Carl Sagan.
  • E. Helen Quinn
    Helen Quinn is an Australian-born theoretical physicist renowned for her work on the strong CP problem and the Peccei–Quinn theory, as well as for her influential contributions to science education.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42de239a08190936a1d635b0b1b87 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a1f6eac8190951ae30f37144d2a completed May 11, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a016a92af248190aaed36040486bf40 completed May 11, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:39 a.m.