Triple

T550300
Position Surface form Disambiguated ID Type / Status
Subject Ramin E11822 entity
Predicate hasNotableBearer P458 FINISHED
Object Ramin Toloui
Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
 E71815 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: Ramin Toloui | Statement: [Ramin, hasNotableBearer, Ramin Toloui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ramin Toloui
Context triple: [Ramin, hasNotableBearer, Ramin Toloui]
  • A. Ramin Rahimi
    Ramin Rahimi is an Iranian musician and composer best known as the drummer of the metal band Angband and for his work blending traditional Persian music with contemporary styles.
  • B. Ramin Golestanian
    Ramin Golestanian is an Iranian-German physicist known for his pioneering work in soft matter and active matter physics, particularly in the theory of microswimmers and nonequilibrium systems.
  • C. Ramin Mazaheri
    Ramin Mazaheri is an Iranian journalist and political analyst known for his reporting and commentary on international affairs and socio-political issues.
  • D. David Bakhtiari
    David Bakhtiari is an American football offensive tackle best known for his Pro Bowl career with the Green Bay Packers in the NFL.
  • E. Ramin Jahanbegloo
    Ramin Jahanbegloo is an Iranian-Canadian philosopher and public intellectual known for his work on nonviolence, democracy, and cross-cultural dialogue.
  • 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: Ramin Toloui
Triple: [Ramin, hasNotableBearer, Ramin Toloui]
Generated description
Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ramin Toloui
Target entity description: Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
  • A. Ramin Rahimi
    Ramin Rahimi is an Iranian musician and composer best known as the drummer of the metal band Angband and for his work blending traditional Persian music with contemporary styles.
  • B. Ramin Golestanian
    Ramin Golestanian is an Iranian-German physicist known for his pioneering work in soft matter and active matter physics, particularly in the theory of microswimmers and nonequilibrium systems.
  • C. Ramin Mazaheri
    Ramin Mazaheri is an Iranian journalist and political analyst known for his reporting and commentary on international affairs and socio-political issues.
  • D. David Bakhtiari
    David Bakhtiari is an American football offensive tackle best known for his Pro Bowl career with the Green Bay Packers in the NFL.
  • E. Ramin Jahanbegloo
    Ramin Jahanbegloo is an Iranian-Canadian philosopher and public intellectual known for his work on nonviolence, democracy, and cross-cultural dialogue.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49901e4e481909a5ed93c21ab37bd completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ff488e648190b74d3000e45226b4 completed March 2, 2026, 3:08 a.m.
NEDg Description generation batch_69a4ffd32a4c8190ba048fc723813189 completed March 2, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69a5001de9c481909d43c001028c922c completed March 2, 2026, 3:12 a.m.
Created at: March 1, 2026, 7:32 p.m.