Triple

T9269676
Position Surface form Disambiguated ID Type / Status
Subject Angas–Sura subgroup E222792 entity
Predicate hasMember P10 FINISHED
Object Jipal language
The Jipal language is a lesser-known Chadic language spoken in central Nigeria, associated with the Angas–Sura subgroup.
 E788585 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: Jipal language | Statement: [Angas–Sura subgroup, hasMember, Jipal language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jipal language
Context triple: [Angas–Sura subgroup, hasMember, Jipal language]
  • A. Parji language
    The Parji language is a lesser-known Dravidian language spoken primarily by tribal communities in central India, particularly in parts of Chhattisgarh and Odisha.
  • B. Bipi language
    The Bipi language is an Oceanic Austronesian language spoken by the Bipi people of the Admiralty Islands in Papua New Guinea.
  • C. Apalaí language
    The Apalaí language is an indigenous Cariban language spoken by the Apalaí people of the Amazon region in northern Brazil.
  • D. Tipra language
    Tipra language, also known as Kokborok, is a Tibeto-Burman language spoken primarily by the Tripuri people of the Indian state of Tripura and surrounding regions.
  • E. Tharawal language
    Tharawal language is an Australian Aboriginal language traditionally spoken by the Tharawal people of coastal New South Wales, south of Sydney.
  • 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: Jipal language
Triple: [Angas–Sura subgroup, hasMember, Jipal language]
Generated description
The Jipal language is a lesser-known Chadic language spoken in central Nigeria, associated with the Angas–Sura subgroup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jipal language
Target entity description: The Jipal language is a lesser-known Chadic language spoken in central Nigeria, associated with the Angas–Sura subgroup.
  • A. Parji language
    The Parji language is a lesser-known Dravidian language spoken primarily by tribal communities in central India, particularly in parts of Chhattisgarh and Odisha.
  • B. Bipi language
    The Bipi language is an Oceanic Austronesian language spoken by the Bipi people of the Admiralty Islands in Papua New Guinea.
  • C. Apalaí language
    The Apalaí language is an indigenous Cariban language spoken by the Apalaí people of the Amazon region in northern Brazil.
  • D. Tipra language
    Tipra language, also known as Kokborok, is a Tibeto-Burman language spoken primarily by the Tripuri people of the Indian state of Tripura and surrounding regions.
  • E. Tharawal language
    Tharawal language is an Australian Aboriginal language traditionally spoken by the Tharawal people of coastal New South Wales, south of Sydney.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c2239a08190b954c8c57ced8fd2 completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09cf1f2f48190b53e062c3eb4565d completed April 4, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 7:33 p.m.