Triple

T3561628
Position Surface form Disambiguated ID Type / Status
Subject 1996 MLS Cup E75351 entity
Predicate referee P268 FINISHED
Object Esfandiar Baharmast
Esfandiar Baharmast is an Iranian-American soccer referee best known for officiating at the international level, including the FIFA World Cup and Major League Soccer matches.
E369068 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: Esfandiar Baharmast | Statement: [1996 MLS Cup, referee, Esfandiar Baharmast]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Esfandiar Baharmast
Context triple: [1996 MLS Cup, referee, Esfandiar Baharmast]
  • A. Esfandiyar
    Esfandiyar is a legendary Iranian prince and tragic hero in Ferdowsi’s epic Shahnameh, renowned for his invincibility and fateful confrontation with the champion Rostam.
  • B. Dinarzad
    Dinarzad is a character in The Arabian Nights, known as Shahrazad’s younger sister who prompts her to tell stories each night to the king.
  • C. Aryamehr
    Aryamehr was an honorific title meaning "Light of the Aryans" used by Mohammad Reza Pahlavi, the last Shah of Iran, to emphasize his imperial and cultural stature.
  • D. Fereydun
    Fereydun is a legendary hero and king in Persian mythology, best known from the Shahnameh for overthrowing the tyrant Zahhak and ushering in a just reign.
  • E. Behzad
    Behzad was a master Persian miniaturist of the Timurid and early Safavid periods, renowned for his innovative compositions and influential role in the Herat and Tabriz schools of painting.
  • 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: Esfandiar Baharmast
Triple: [1996 MLS Cup, referee, Esfandiar Baharmast]
Generated description
Esfandiar Baharmast is an Iranian-American soccer referee best known for officiating at the international level, including the FIFA World Cup and Major League Soccer matches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Esfandiar Baharmast
Target entity description: Esfandiar Baharmast is an Iranian-American soccer referee best known for officiating at the international level, including the FIFA World Cup and Major League Soccer matches.
  • A. Esfandiyar
    Esfandiyar is a legendary Iranian prince and tragic hero in Ferdowsi’s epic Shahnameh, renowned for his invincibility and fateful confrontation with the champion Rostam.
  • B. Dinarzad
    Dinarzad is a character in The Arabian Nights, known as Shahrazad’s younger sister who prompts her to tell stories each night to the king.
  • C. Aryamehr
    Aryamehr was an honorific title meaning "Light of the Aryans" used by Mohammad Reza Pahlavi, the last Shah of Iran, to emphasize his imperial and cultural stature.
  • D. Fereydun
    Fereydun is a legendary hero and king in Persian mythology, best known from the Shahnameh for overthrowing the tyrant Zahhak and ushering in a just reign.
  • E. Behzad
    Behzad was a master Persian miniaturist of the Timurid and early Safavid periods, renowned for his innovative compositions and influential role in the Herat and Tabriz schools of painting.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc08bdde88190915d2f6ddf26e00e completed March 8, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bba21960819094676de7c4740fd9 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bf69741481909e3d5ed71bb0e026 completed March 13, 2026, 7:40 a.m.
NED2 Entity disambiguation (via description) batch_69b3f299cfd08190948e602e8efab213 completed March 13, 2026, 11:18 a.m.
Created at: March 8, 2026, 3:21 p.m.