Triple

T7637175
Position Surface form Disambiguated ID Type / Status
Subject International Writer of Courage E172906 entity
Predicate notableRecipient P108 FINISHED
Object Asef Bayat
Asef Bayat is an Iranian-born sociologist and scholar of the Middle East known for his influential work on social movements, everyday resistance, and political change in the Muslim world.
E677464 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: Asef Bayat | Statement: [International Writer of Courage, notableRecipient, Asef Bayat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asef Bayat
Context triple: [International Writer of Courage, notableRecipient, Asef Bayat]
  • A. Massoud Behrani
    Massoud Behrani is a fictional former Iranian colonel struggling to rebuild his life and status in the United States in the novel and film "House of Sand and Fog."
  • B. Mohammad Beheshti
    Mohammad Beheshti was an influential Iranian cleric, jurist, and revolutionary leader who played a key role in shaping the Islamic Republic’s political and legal system before his assassination in 1981.
  • C. Nematollah Nassiri
    Nematollah Nassiri was an Iranian general who served as a powerful and controversial head of the Shah’s secret police during the Pahlavi era.
  • D. Ezzatolah Entezami
    Ezzatolah Entezami was a highly acclaimed Iranian film and stage actor, widely regarded as one of the most influential and respected figures in the history of Iranian cinema.
  • E. Omid Kordestani
    Omid Kordestani is an Iranian-American business executive best known for senior leadership roles at major tech companies including Google and Twitter.
  • 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: Asef Bayat
Triple: [International Writer of Courage, notableRecipient, Asef Bayat]
Generated description
Asef Bayat is an Iranian-born sociologist and scholar of the Middle East known for his influential work on social movements, everyday resistance, and political change in the Muslim world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asef Bayat
Target entity description: Asef Bayat is an Iranian-born sociologist and scholar of the Middle East known for his influential work on social movements, everyday resistance, and political change in the Muslim world.
  • A. Massoud Behrani
    Massoud Behrani is a fictional former Iranian colonel struggling to rebuild his life and status in the United States in the novel and film "House of Sand and Fog."
  • B. Mohammad Beheshti
    Mohammad Beheshti was an influential Iranian cleric, jurist, and revolutionary leader who played a key role in shaping the Islamic Republic’s political and legal system before his assassination in 1981.
  • C. Nematollah Nassiri
    Nematollah Nassiri was an Iranian general who served as a powerful and controversial head of the Shah’s secret police during the Pahlavi era.
  • D. Ezzatolah Entezami
    Ezzatolah Entezami was a highly acclaimed Iranian film and stage actor, widely regarded as one of the most influential and respected figures in the history of Iranian cinema.
  • E. Omid Kordestani
    Omid Kordestani is an Iranian-American business executive best known for senior leadership roles at major tech companies including Google and Twitter.
  • 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_69c69952849881908fdcea7a93bfc307 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fac953e08190a2f50bf783c49faf completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870c7b2bc8190948bc2904b278062 completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c87161de408190a21ed38c126a4b56 completed March 29, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69c871e555c4819089df52fefe38ed7b completed March 29, 2026, 12:27 a.m.
Created at: March 27, 2026, 3:57 p.m.