Triple

T9561583
Position Surface form Disambiguated ID Type / Status
Subject Shughni E230685 entity
Predicate hasResearchField P934 FINISHED
Object Iranian linguistics
Iranian linguistics is the branch of linguistics that studies the Iranian languages, their history, structure, and development within the Indo-Iranian family.
E806542 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: Iranian linguistics | Statement: [Shughni, hasResearchField, Iranian linguistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iranian linguistics
Context triple: [Shughni, hasResearchField, Iranian linguistics]
  • A. Iranian languages
    Iranian languages are a branch of the Indo-Iranian family of Indo-European languages, historically spoken across Iran, Central Asia, and surrounding regions, including major languages such as Persian (Farsi), Pashto, and Kurdish.
  • B. Old Iranian languages
    Old Iranian languages are the earliest attested branch of the Iranian language family, including ancient tongues such as Avestan and Old Persian used in early Iranian civilizations.
  • C. Middle Iranian languages
    Middle Iranian languages are the historically intermediate stage of the Iranian branch of Indo-Iranian, spoken roughly between the 4th century BCE and the 9th century CE and including languages such as Middle Persian, Parthian, and Sogdian.
  • D. Northeastern Iranian languages
    Northeastern Iranian languages are a branch of the Iranian language family spoken historically and presently in parts of Central Asia and northeastern Iran, including languages such as Sogdian, Yaghnobi, and some modern Pamir languages.
  • E. Northwestern Iranian languages
    Northwestern Iranian languages are a subgroup of the Iranian branch of the Indo-Iranian language family, encompassing several related languages spoken primarily in western Iran, the Caucasus, and surrounding regions.
  • 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: Iranian linguistics
Triple: [Shughni, hasResearchField, Iranian linguistics]
Generated description
Iranian linguistics is the branch of linguistics that studies the Iranian languages, their history, structure, and development within the Indo-Iranian family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iranian linguistics
Target entity description: Iranian linguistics is the branch of linguistics that studies the Iranian languages, their history, structure, and development within the Indo-Iranian family.
  • A. Iranian languages
    Iranian languages are a branch of the Indo-Iranian family of Indo-European languages, historically spoken across Iran, Central Asia, and surrounding regions, including major languages such as Persian (Farsi), Pashto, and Kurdish.
  • B. Old Iranian languages
    Old Iranian languages are the earliest attested branch of the Iranian language family, including ancient tongues such as Avestan and Old Persian used in early Iranian civilizations.
  • C. Middle Iranian languages
    Middle Iranian languages are the historically intermediate stage of the Iranian branch of Indo-Iranian, spoken roughly between the 4th century BCE and the 9th century CE and including languages such as Middle Persian, Parthian, and Sogdian.
  • D. Northeastern Iranian languages
    Northeastern Iranian languages are a branch of the Iranian language family spoken historically and presently in parts of Central Asia and northeastern Iran, including languages such as Sogdian, Yaghnobi, and some modern Pamir languages.
  • E. Northwestern Iranian languages
    Northwestern Iranian languages are a subgroup of the Iranian branch of the Indo-Iranian language family, encompassing several related languages spoken primarily in western Iran, the Caucasus, and surrounding regions.
  • 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd994d31e08190b139f5ad10d8ea31 completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152a014a48190925d52967e1fbffe completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d1539bad8481909f9bd060aa3b651c completed April 4, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69d154567f408190a848eea4ca905fb6 completed April 4, 2026, 6:11 p.m.
Created at: March 30, 2026, 8:03 p.m.