Triple

T246843
Position Surface form Disambiguated ID Type / Status
Subject Telugu E5056 entity
Predicate subfamily P4180 FINISHED
Object 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.
E32402 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: South-Central Dravidian | Statement: [Telugu, subfamily, South-Central Dravidian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South-Central Dravidian
Context triple: [Telugu, subfamily, South-Central Dravidian]
  • 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. Khari Boli
    Khari Boli is a major dialect of the Hindi-Urdu language continuum, historically associated with the Delhi region and serving as the primary basis for Standard Hindi.
  • C. Maithili
    Maithili is an Indo-Aryan language spoken primarily in the eastern Indian state of Bihar and neighboring regions, with a rich literary tradition and official recognition in India.
  • D. Maharashtri Prakrit
    Maharashtri Prakrit is an ancient Middle Indo-Aryan language historically used in western and central India, especially in classical poetry and drama, and is a key ancestor of several modern Indo-Aryan languages.
  • E. Gandhari Prakrit
    Gandhari Prakrit is an ancient Middle Indo-Aryan language of northwestern South Asia, known from Buddhist texts and inscriptions written in the Kharoṣṭhī script.
  • 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: South-Central Dravidian
Triple: [Telugu, subfamily, South-Central Dravidian]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South-Central Dravidian
Target entity description: 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.
  • 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. Khari Boli
    Khari Boli is a major dialect of the Hindi-Urdu language continuum, historically associated with the Delhi region and serving as the primary basis for Standard Hindi.
  • C. Maithili
    Maithili is an Indo-Aryan language spoken primarily in the eastern Indian state of Bihar and neighboring regions, with a rich literary tradition and official recognition in India.
  • D. Maharashtri Prakrit
    Maharashtri Prakrit is an ancient Middle Indo-Aryan language historically used in western and central India, especially in classical poetry and drama, and is a key ancestor of several modern Indo-Aryan languages.
  • E. Gandhari Prakrit
    Gandhari Prakrit is an ancient Middle Indo-Aryan language of northwestern South Asia, known from Buddhist texts and inscriptions written in the Kharoṣṭhī script.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d13b8088190a3f48f0388d57496 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37371d2548190a71a1b15d6f9ce3c completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a373f650588190af71549fb7df4ae6 completed Feb. 28, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69a374a737f88190a4b2d838db12cc4e completed Feb. 28, 2026, 11:05 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.