Triple

T1529266
Position Surface form Disambiguated ID Type / Status
Subject South-Central Dravidian E32402 entity
Predicate sharesFeatureWith P5696 FINISHED
Object Central Dravidian languages
Central Dravidian languages are a subgroup of the Dravidian language family spoken primarily in central India, known for their shared phonological and grammatical features distinct from the northern and southern branches.
 E183839 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: Central Dravidian languages | Statement: [South-Central Dravidian, sharesFeatureWith, Central Dravidian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central Dravidian languages
Context triple: [South-Central Dravidian, sharesFeatureWith, Central Dravidian languages]
  • A. 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.
  • B. South-Central Dravidian
    South-Central Dravidian is a branch of the Dravidian language family that includes languages such as Telugu and related tongues spoken primarily in south-central India.
  • C. Proto-South-Central Dravidian
    Proto-South-Central Dravidian is the reconstructed ancestral language from which the modern South-Central Dravidian languages, such as Telugu and Gondi, are believed to have descended.
  • D. 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.
  • E. Northwestern Indo-Aryan languages
    Northwestern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Sindhi, Punjabi, and Lahnda.
  • 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: Central Dravidian languages
Triple: [South-Central Dravidian, sharesFeatureWith, Central Dravidian languages]
Generated description
Central Dravidian languages are a subgroup of the Dravidian language family spoken primarily in central India, known for their shared phonological and grammatical features distinct from the northern and southern branches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Central Dravidian languages
Target entity description: Central Dravidian languages are a subgroup of the Dravidian language family spoken primarily in central India, known for their shared phonological and grammatical features distinct from the northern and southern branches.
  • A. 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.
  • B. South-Central Dravidian
    South-Central Dravidian is a branch of the Dravidian language family that includes languages such as Telugu and related tongues spoken primarily in south-central India.
  • C. Proto-South-Central Dravidian
    Proto-South-Central Dravidian is the reconstructed ancestral language from which the modern South-Central Dravidian languages, such as Telugu and Gondi, are believed to have descended.
  • D. 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.
  • E. Northwestern Indo-Aryan languages
    Northwestern Indo-Aryan languages are a subgroup of the Indo-Aryan branch of the Indo-European language family spoken primarily in northwestern parts of the Indian subcontinent, including languages such as Sindhi, Punjabi, and Lahnda.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb1dfd1a48190804ca5f0fb6f5985 completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58b7e1088190af92bc0cc8fddfbe completed March 8, 2026, 11:08 a.m.
NEDg Description generation batch_69ad594334448190a3e8601541be00dd completed March 8, 2026, 11:10 a.m.
NED2 Entity disambiguation (via description) batch_69ad5a4ccf5481908e8e68c74be9c19e completed March 8, 2026, 11:15 a.m.
Created at: March 4, 2026, 7:26 p.m.