Triple

T15244868
Position Surface form Disambiguated ID Type / Status
Subject MIP = NEXP E364352 entity
Predicate hasAuthor P4244 FINISHED
Object Shmuel Safra
Shmuel Safra is an Israeli theoretical computer scientist known for his influential work in computational complexity theory, including foundational contributions to probabilistically checkable proofs and hardness of approximation.
E1145565 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: Shmuel Safra | Statement: [MIP = NEXP, hasAuthor, Shmuel Safra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shmuel Safra
Context triple: [MIP = NEXP, hasAuthor, Shmuel Safra]
  • A. Oded Kotler
    Oded Kotler is an Israeli actor and theater director known for his prominent roles in film and stage as well as his influential work in Israeli performing arts.
  • B. Nahman Avigad
    Nahman Avigad was a prominent Israeli archaeologist known for his excavations in Jerusalem’s Jewish Quarter and major contributions to the study of Second Temple period remains.
  • C. Moshe Rivlin
    Moshe Rivlin was an Israeli public figure best known for serving as the long-time chairman of the Jewish National Fund, where he played a central role in land development and afforestation projects in Israel.
  • D. Moshe Rosenblum
    Moshe Rosenblum is known primarily as the son of Herzl Rosenblum, a prominent Israeli journalist, politician, and signatory of the Israeli Declaration of Independence.
  • E. Yehoshua Bar-Hillel
    Yehoshua Bar-Hillel was an Israeli mathematician, philosopher, and pioneering logician best known for his foundational work in formal linguistics and machine translation.
  • 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: Shmuel Safra
Triple: [MIP = NEXP, hasAuthor, Shmuel Safra]
Generated description
Shmuel Safra is an Israeli theoretical computer scientist known for his influential work in computational complexity theory, including foundational contributions to probabilistically checkable proofs and hardness of approximation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shmuel Safra
Target entity description: Shmuel Safra is an Israeli theoretical computer scientist known for his influential work in computational complexity theory, including foundational contributions to probabilistically checkable proofs and hardness of approximation.
  • A. Oded Kotler
    Oded Kotler is an Israeli actor and theater director known for his prominent roles in film and stage as well as his influential work in Israeli performing arts.
  • B. Nahman Avigad
    Nahman Avigad was a prominent Israeli archaeologist known for his excavations in Jerusalem’s Jewish Quarter and major contributions to the study of Second Temple period remains.
  • C. Moshe Rivlin
    Moshe Rivlin was an Israeli public figure best known for serving as the long-time chairman of the Jewish National Fund, where he played a central role in land development and afforestation projects in Israel.
  • D. Moshe Rosenblum
    Moshe Rosenblum is known primarily as the son of Herzl Rosenblum, a prominent Israeli journalist, politician, and signatory of the Israeli Declaration of Independence.
  • E. Yehoshua Bar-Hillel
    Yehoshua Bar-Hillel was an Israeli mathematician, philosopher, and pioneering logician best known for his foundational work in formal linguistics and machine translation.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f306f08190be448b215d6c9b6c completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd461cf08190a506aac2f0cec83a completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf6ee3f081909553078cd3e9d243 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0016a088190ad87268e035f677e completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 3:13 a.m.