Triple

T5681457
Position Surface form Disambiguated ID Type / Status
Subject Dravidian studies E125207 entity
Predicate hasSubfield P5461 FINISHED
Object Dravidian philology
Dravidian philology is the scholarly study of the historical development, structure, and textual traditions of Dravidian languages through linguistic and literary analysis.
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 philology | Statement: [Dravidian studies, hasSubfield, Dravidian philology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dravidian philology
Context triple: [Dravidian studies, hasSubfield, Dravidian philology]
  • A. 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.
  • B. Dravidian literature
    Dravidian literature is the body of written and oral works produced in the Dravidian languages of South India and surrounding regions, encompassing ancient, medieval, and modern traditions across languages such as Tamil, Telugu, Kannada, and Malayalam.
  • C. 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.
  • D. 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.
  • E. Indo-European phonology
    Indo-European phonology is the branch of linguistics that reconstructs and analyzes the sound systems and sound changes of the Proto-Indo-European language and its descendant languages.
  • 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 philology
Triple: [Dravidian studies, hasSubfield, Dravidian philology]
Generated description
Dravidian philology is the scholarly study of the historical development, structure, and textual traditions of Dravidian languages through linguistic and literary analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dravidian philology
Target entity description: Dravidian philology is the scholarly study of the historical development, structure, and textual traditions of Dravidian languages through linguistic and literary analysis.
  • A. Dravidian studies chosen
    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.
  • B. Dravidian literature
    Dravidian literature is the body of written and oral works produced in the Dravidian languages of South India and surrounding regions, encompassing ancient, medieval, and modern traditions across languages such as Tamil, Telugu, Kannada, and Malayalam.
  • C. 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.
  • D. 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.
  • E. Indo-European phonology
    Indo-European phonology is the branch of linguistics that reconstructs and analyzes the sound systems and sound changes of the Proto-Indo-European language and its descendant languages.
  • F. None of above.

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_69c0082a884c8190a79001bae658941f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02398fd548190be5fa479ba703796 completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a35dd9c8190acd2ee8e94f309a6 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05c471c3081909e5bf44f47388a7c completed March 22, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69c05cda809c81908219947cf06c381a completed March 22, 2026, 9:19 p.m.
Created at: March 22, 2026, 3:44 p.m.