Triple

T1529260
Position Surface form Disambiguated ID Type / Status
Subject South-Central Dravidian E32402 entity
Predicate hasSubgroup P747 FINISHED
Object Manda–Pengo subgroup
The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
 E175238 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: Manda–Pengo subgroup | Statement: [South-Central Dravidian, hasSubgroup, Manda–Pengo subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manda–Pengo subgroup
Context triple: [South-Central Dravidian, hasSubgroup, Manda–Pengo subgroup]
  • A. Gondi–Kui subgroup
    The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
  • B. Sama–Bajaw languages subgroup
    The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
  • C. South Banda languages subgroup
    The South Banda languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Banda Sea region of eastern Indonesia.
  • D. Barito languages subgroup
    The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
  • E. Bisayan languages subgroup
    The Bisayan languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Visayas and parts of Mindanao and Luzon in the Philippines.
  • 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: Manda–Pengo subgroup
Triple: [South-Central Dravidian, hasSubgroup, Manda–Pengo subgroup]
Generated description
The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manda–Pengo subgroup
Target entity description: The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • A. Gondi–Kui subgroup
    The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
  • B. Sama–Bajaw languages subgroup
    The Sama–Bajaw languages subgroup is a branch of the Austronesian language family spoken primarily by maritime Sama-Bajau peoples across the southern Philippines, eastern Malaysia, and parts of Indonesia.
  • C. South Banda languages subgroup
    The South Banda languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Banda Sea region of eastern Indonesia.
  • D. Barito languages subgroup
    The Barito languages subgroup is a branch of the Austronesian language family spoken primarily along the Barito River region of southern Borneo and known for its close historical links to the Malagasy language of Madagascar.
  • E. Bisayan languages subgroup
    The Bisayan languages subgroup is a branch of the Austronesian language family comprising closely related languages spoken primarily in the Visayas and parts of Mindanao and Luzon in the Philippines.
  • 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_69ad309188508190840af75bfa357bfb completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad30ed5c80819083ee4ed2da7ad932 completed March 8, 2026, 8:18 a.m.
NED2 Entity disambiguation (via description) batch_69ad31664b3881908f20d8a588fe4742 completed March 8, 2026, 8:20 a.m.
Created at: March 4, 2026, 7:26 p.m.