Triple

T23045367
Position Surface form Disambiguated ID Type / Status
Subject Isfahan dialect E573861 entity
Predicate associatedWith P37 FINISHED
Object Isfahani people
Isfahani people are the inhabitants of the Iranian city and province of Isfahan, known for their rich Persian cultural heritage, distinctive local customs, and historical contributions to art, architecture, and commerce.
E1567752 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: Isfahani people | Statement: [Isfahan dialect, associatedWith, Isfahani people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isfahani people
Context triple: [Isfahan dialect, associatedWith, Isfahani people]
  • A. Shirazi people
    The Shirazi people are a Swahili-speaking coastal community of mixed African and Persian ancestry historically influential in the culture and politics of the East African coast and nearby islands.
  • B. Mazanderani people
    The Mazanderani people are an Iranian ethnic group native to the southern coast of the Caspian Sea, known for their distinct Mazanderani language and rich regional culture.
  • C. Khalaj people
    The Khalaj people are a small Turkic ethnic group primarily known for preserving an archaic Turkic language and traditional culture in central Iran.
  • D. Iranian peoples
    Iranian peoples are a diverse group of Indo-Iranian ethnic groups historically associated with the Iranian plateau and surrounding regions, linked by related languages, cultures, and shared ancient origins.
  • E. Khorasani Turks
    Khorasani Turks are a Turkic ethnic group native to northeastern Iran, particularly in the Khorasan region, known for their distinct dialect of Turkish and blended Persian-Turkic cultural traditions.
  • 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: Isfahani people
Triple: [Isfahan dialect, associatedWith, Isfahani people]
Generated description
Isfahani people are the inhabitants of the Iranian city and province of Isfahan, known for their rich Persian cultural heritage, distinctive local customs, and historical contributions to art, architecture, and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isfahani people
Target entity description: Isfahani people are the inhabitants of the Iranian city and province of Isfahan, known for their rich Persian cultural heritage, distinctive local customs, and historical contributions to art, architecture, and commerce.
  • A. Shirazi people
    The Shirazi people are a Swahili-speaking coastal community of mixed African and Persian ancestry historically influential in the culture and politics of the East African coast and nearby islands.
  • B. Mazanderani people
    The Mazanderani people are an Iranian ethnic group native to the southern coast of the Caspian Sea, known for their distinct Mazanderani language and rich regional culture.
  • C. Khalaj people
    The Khalaj people are a small Turkic ethnic group primarily known for preserving an archaic Turkic language and traditional culture in central Iran.
  • D. Iranian peoples
    Iranian peoples are a diverse group of Indo-Iranian ethnic groups historically associated with the Iranian plateau and surrounding regions, linked by related languages, cultures, and shared ancient origins.
  • E. Khorasani Turks
    Khorasani Turks are a Turkic ethnic group native to northeastern Iran, particularly in the Khorasan region, known for their distinct dialect of Turkish and blended Persian-Turkic cultural traditions.
  • 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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1851811e08190a5af6a112687327e completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ada60608190990d6ab5b6366c35 completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0bc891e88190879f2609a178ca70 completed May 19, 2026, 7:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0c465a58819098012ea25933b890 completed May 19, 2026, 7:07 a.m.
Created at: April 17, 2026, 3:54 p.m.