Triple

T9958218
Position Surface form Disambiguated ID Type / Status
Subject Amos Fiat E195496 entity
Predicate coAuthor P398 FINISHED
Object Aviad Rubinstein
Aviad Rubinstein is a computer scientist known for his work in theoretical computer science, particularly in computational complexity and algorithmic game theory.
E831748 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: Aviad Rubinstein | Statement: [Amos Fiat, coAuthor, Aviad Rubinstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aviad Rubinstein
Context triple: [Amos Fiat, coAuthor, Aviad Rubinstein]
  • A. Uri Zvi Greenberg
    Uri Zvi Greenberg was a prominent 20th-century Hebrew poet and journalist known for his intense nationalist themes, expressionist style, and influential role in shaping modern Hebrew literature.
  • B. Joshua Itzhak Feldman
    Joshua Itzhak Feldman, better known as Jerry Fielding, was an American composer and arranger renowned for his innovative and often darkly textured film and television scores, including collaborations with director Sam Peckinpah.
  • C. Arnon Grunberg
    Arnon Grunberg is a Dutch novelist, essayist, and columnist known for his darkly comic, psychologically incisive works that explore themes of identity, war, and human vulnerability.
  • D. Ephraim Katzir
    Ephraim Katzir was an Israeli biophysicist and politician who served as the fourth President of Israel and was renowned for his pioneering work in the field of protein chemistry.
  • E. David Ussishkin
    David Ussishkin is an Israeli archaeologist renowned for his long-term directorship of major excavations at the ancient site of Megiddo and his contributions to the study of biblical-era Levantine archaeology.
  • 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: Aviad Rubinstein
Triple: [Amos Fiat, coAuthor, Aviad Rubinstein]
Generated description
Aviad Rubinstein is a computer scientist known for his work in theoretical computer science, particularly in computational complexity and algorithmic game theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aviad Rubinstein
Target entity description: Aviad Rubinstein is a computer scientist known for his work in theoretical computer science, particularly in computational complexity and algorithmic game theory.
  • A. Uri Zvi Greenberg
    Uri Zvi Greenberg was a prominent 20th-century Hebrew poet and journalist known for his intense nationalist themes, expressionist style, and influential role in shaping modern Hebrew literature.
  • B. Joshua Itzhak Feldman
    Joshua Itzhak Feldman, better known as Jerry Fielding, was an American composer and arranger renowned for his innovative and often darkly textured film and television scores, including collaborations with director Sam Peckinpah.
  • C. Arnon Grunberg
    Arnon Grunberg is a Dutch novelist, essayist, and columnist known for his darkly comic, psychologically incisive works that explore themes of identity, war, and human vulnerability.
  • D. Ephraim Katzir
    Ephraim Katzir was an Israeli biophysicist and politician who served as the fourth President of Israel and was renowned for his pioneering work in the field of protein chemistry.
  • E. David Ussishkin
    David Ussishkin is an Israeli archaeologist renowned for his long-term directorship of major excavations at the ancient site of Megiddo and his contributions to the study of biblical-era Levantine archaeology.
  • 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_69ca82eaaa008190a54fa1a9f954b9ad completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb6cec7dc8190bb7e43c82a317707 completed April 2, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23d7988948190bae81c1020f2b605 completed April 5, 2026, 10:46 a.m.
NEDg Description generation batch_69d23e6ee6d48190ae724d0ee96b64bf completed April 5, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69d23fd274dc8190b7af27cf503d7dc6 completed April 5, 2026, 10:56 a.m.
Created at: March 30, 2026, 8:46 p.m.