Triple

T12588123
Position Surface form Disambiguated ID Type / Status
Subject Birhor E300520 entity
Predicate languageSpoken P151 FINISHED
Object Birhor language
Birhor language is an endangered Munda language of the Austroasiatic family spoken by the Birhor indigenous community in eastern India.
E992721 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: Birhor language | Statement: [Birhor, languageSpoken, Birhor language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Birhor language
Context triple: [Birhor, languageSpoken, Birhor language]
  • A. Karbi language
    The Karbi language is a Tibeto-Burman language spoken primarily by the Karbi people in Northeast India, especially in Assam.
  • B. Rajbanshi language
    Rajbanshi language is an Eastern Indo-Aryan language spoken primarily in parts of India, Nepal, and Bangladesh by the Rajbanshi ethnic community.
  • C. Kharia language
    Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
  • D. Bura-Pabir language
    The Bura-Pabir language is a Chadic language spoken primarily in northeastern Nigeria by the Bura and Pabir ethnic groups.
  • E. 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.
  • 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: Birhor language
Triple: [Birhor, languageSpoken, Birhor language]
Generated description
Birhor language is an endangered Munda language of the Austroasiatic family spoken by the Birhor indigenous community in eastern India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Birhor language
Target entity description: Birhor language is an endangered Munda language of the Austroasiatic family spoken by the Birhor indigenous community in eastern India.
  • A. Karbi language
    The Karbi language is a Tibeto-Burman language spoken primarily by the Karbi people in Northeast India, especially in Assam.
  • B. Rajbanshi language
    Rajbanshi language is an Eastern Indo-Aryan language spoken primarily in parts of India, Nepal, and Bangladesh by the Rajbanshi ethnic community.
  • C. Kharia language
    Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
  • D. Bura-Pabir language
    The Bura-Pabir language is a Chadic language spoken primarily in northeastern Nigeria by the Bura and Pabir ethnic groups.
  • E. 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.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954bbe72c8190aa11090bb6b480c9 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ebed164819083fbdaa775a59cd4 completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f66088890c8190b67a958d7f0822a6 completed May 2, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69f6613ce1108190851cf8491fe666c8 completed May 2, 2026, 8:40 p.m.
Created at: April 9, 2026, 5:06 p.m.