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.