Triple

T1083540
Position Surface form Disambiguated ID Type / Status
Subject Indology E23999 entity
Predicate hasSubfield P5461 FINISHED
Object Dravidian studies
Dravidian studies is an academic field focused on the languages, literatures, histories, and cultures of the Dravidian-speaking peoples of South India and related regions.
E125207 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: Dravidian studies | Statement: [Indology, hasSubfield, Dravidian studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dravidian studies
Context triple: [Indology, hasSubfield, Dravidian studies]
  • A. Dravidian languages
    Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
  • B. Indo-European studies
    Indo-European studies is an academic field that investigates the languages, history, and cultures of the Indo-European language family through comparative and historical linguistic methods.
  • C. North Dravidian languages
    The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
  • D. Proto-Dravidian
    Proto-Dravidian is the reconstructed common ancestral language from which all modern Dravidian languages, including Kannada, Tamil, and Telugu, are believed to have descended.
  • E. Dravidian peoples
    Dravidian peoples are a diverse group of ethnic communities in South Asia, primarily in southern India and parts of Sri Lanka, who share a common ancestry and cultural heritage linked to the Dravidian language family.
  • 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: Dravidian studies
Triple: [Indology, hasSubfield, Dravidian studies]
Generated description
Dravidian studies is an academic field focused on the languages, literatures, histories, and cultures of the Dravidian-speaking peoples of South India and related regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dravidian studies
Target entity description: Dravidian studies is an academic field focused on the languages, literatures, histories, and cultures of the Dravidian-speaking peoples of South India and related regions.
  • A. Dravidian languages
    Dravidian languages are a family of languages primarily spoken in South India and parts of Sri Lanka, including major languages such as Tamil, Telugu, Kannada, and Malayalam.
  • B. Indo-European studies
    Indo-European studies is an academic field that investigates the languages, history, and cultures of the Indo-European language family through comparative and historical linguistic methods.
  • C. North Dravidian languages
    The North Dravidian languages are a small, geographically northern branch of the Dravidian language family spoken mainly in eastern and central India, including languages such as Kurukh and Malto.
  • D. Proto-Dravidian
    Proto-Dravidian is the reconstructed common ancestral language from which all modern Dravidian languages, including Kannada, Tamil, and Telugu, are believed to have descended.
  • E. Dravidian peoples
    Dravidian peoples are a diverse group of ethnic communities in South Asia, primarily in southern India and parts of Sri Lanka, who share a common ancestry and cultural heritage linked to the Dravidian language family.
  • 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_69a49404428c819092dcc9632f5f7b8b completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b95e56948190a1e92367ad7240b7 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42affbac8190b6b16a1d726d0d35 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac44a7a69c8190af5289f6e46d571a completed March 7, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69ac451af1508190a55c037328b41931 completed March 7, 2026, 3:32 p.m.
Created at: March 1, 2026, 7:42 p.m.