Triple

T20818741
Position Surface form Disambiguated ID Type / Status
Subject Colonel Massoud Amir Behrani E512513 entity
Predicate familyName P18 FINISHED
Object Behrani
Behrani is the surname of Colonel Massoud Amir Behrani, a central character in Andre Dubus III’s novel "House of Sand and Fog," which explores themes of displacement, pride, and the immigrant experience.
E1452169 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: Behrani | Statement: [Colonel Massoud Amir Behrani, familyName, Behrani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Behrani
Context triple: [Colonel Massoud Amir Behrani, familyName, Behrani]
  • A. Parviz
    Parviz is a masculine given name of Persian origin commonly used in Iran and among Persian-speaking communities.
  • B. Bahreman
    Bahreman is a village in Kerman Province, Iran, known primarily as the birthplace of former Iranian president Akbar Hashemi Rafsanjani.
  • C. Ghashghaei
    The Ghashghaei are a traditionally nomadic Turkic-speaking tribal group of southwestern Iran known for their pastoral lifestyle, rich cultural heritage, and distinctive carpet weaving.
  • D. Ershadi
    Ershadi is the surname of Homayoun Ershadi, an Iranian actor known for his roles in international films such as "Taste of Cherry" and "The Kite Runner."
  • E. Sarrafati
    Sarrafati is a surname of likely Middle Eastern or Mediterranean origin, used as a variant form of the name Sarfati.
  • 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: Behrani
Triple: [Colonel Massoud Amir Behrani, familyName, Behrani]
Generated description
Behrani is the surname of Colonel Massoud Amir Behrani, a central character in Andre Dubus III’s novel "House of Sand and Fog," which explores themes of displacement, pride, and the immigrant experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Behrani
Target entity description: Behrani is the surname of Colonel Massoud Amir Behrani, a central character in Andre Dubus III’s novel "House of Sand and Fog," which explores themes of displacement, pride, and the immigrant experience.
  • A. Parviz
    Parviz is a masculine given name of Persian origin commonly used in Iran and among Persian-speaking communities.
  • B. Bahreman
    Bahreman is a village in Kerman Province, Iran, known primarily as the birthplace of former Iranian president Akbar Hashemi Rafsanjani.
  • C. Ghashghaei
    The Ghashghaei are a traditionally nomadic Turkic-speaking tribal group of southwestern Iran known for their pastoral lifestyle, rich cultural heritage, and distinctive carpet weaving.
  • D. Ershadi
    Ershadi is the surname of Homayoun Ershadi, an Iranian actor known for his roles in international films such as "Taste of Cherry" and "The Kite Runner."
  • E. Sarrafati
    Sarrafati is a surname of likely Middle Eastern or Mediterranean origin, used as a variant form of the name Sarfati.
  • 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2f5b1e08190a9c26f76bd544b68 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090075c4b881908ad6f4c0e7acedb5 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a0901384c448190ad8f754d6cf8bbad completed May 16, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0901cceb608190badab67cf5609a73 completed May 16, 2026, 11:46 p.m.
Created at: April 16, 2026, 12:41 p.m.