Triple

T16876535
Position Surface form Disambiguated ID Type / Status
Subject Rota–Baxter algebra E421312 entity
Predicate researchedBy P1945 FINISHED
Object Kurusch Ebrahimi-Fard
Kurusch Ebrahimi-Fard is a mathematician known for his contributions to algebra, particularly in the study of Rota–Baxter structures and their applications in areas such as combinatorics and mathematical physics.
E1237912 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: Kurusch Ebrahimi-Fard | Statement: [Rota–Baxter algebra, researchedBy, Kurusch Ebrahimi-Fard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kurusch Ebrahimi-Fard
Context triple: [Rota–Baxter algebra, researchedBy, Kurusch Ebrahimi-Fard]
  • A. Sohrab Noshirvani
    Sohrab Noshirvani is a screenwriter known for co-writing major Hollywood projects, including the DC superhero film "Black Adam."
  • B. Abdol-Aziz Farmanfarmaian
    Abdol-Aziz Farmanfarmaian was a prominent Iranian architect known for designing major modern landmarks in Iran, including Tehran’s Azadi Stadium.
  • C. Manouchehr Eghbal
    Manouchehr Eghbal was an Iranian physician and politician who served as prime minister under Shah Mohammad Reza Pahlavi during the late 1950s.
  • D. Taghi Modarressi
    Taghi Modarressi was an Iranian-born psychiatrist and novelist known for his literary works in Persian and his marriage to American author Anne Tyler.
  • E. Parviz Sabeti
    Parviz Sabeti is an Iranian former high-ranking security official best known for his influential role in the Shah-era intelligence and internal security apparatus before the 1979 Iranian Revolution.
  • 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: Kurusch Ebrahimi-Fard
Triple: [Rota–Baxter algebra, researchedBy, Kurusch Ebrahimi-Fard]
Generated description
Kurusch Ebrahimi-Fard is a mathematician known for his contributions to algebra, particularly in the study of Rota–Baxter structures and their applications in areas such as combinatorics and mathematical physics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kurusch Ebrahimi-Fard
Target entity description: Kurusch Ebrahimi-Fard is a mathematician known for his contributions to algebra, particularly in the study of Rota–Baxter structures and their applications in areas such as combinatorics and mathematical physics.
  • A. Sohrab Noshirvani
    Sohrab Noshirvani is a screenwriter known for co-writing major Hollywood projects, including the DC superhero film "Black Adam."
  • B. Abdol-Aziz Farmanfarmaian
    Abdol-Aziz Farmanfarmaian was a prominent Iranian architect known for designing major modern landmarks in Iran, including Tehran’s Azadi Stadium.
  • C. Manouchehr Eghbal
    Manouchehr Eghbal was an Iranian physician and politician who served as prime minister under Shah Mohammad Reza Pahlavi during the late 1950s.
  • D. Taghi Modarressi
    Taghi Modarressi was an Iranian-born psychiatrist and novelist known for his literary works in Persian and his marriage to American author Anne Tyler.
  • E. Parviz Sabeti
    Parviz Sabeti is an Iranian former high-ranking security official best known for his influential role in the Shah-era intelligence and internal security apparatus before the 1979 Iranian Revolution.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7f704a081909921d00b3c470472 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b4abd08190841c5bb0b0eaa177 completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c355f4108190a4209599bf5f50da completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c413314881909e308588af09ce2a completed May 10, 2026, 5:44 p.m.
Created at: April 10, 2026, 5:29 a.m.