Triple

T6777012
Position Surface form Disambiguated ID Type / Status
Subject Resígaro language E155582 entity
Predicate languageContact P22730 FINISHED
Object Bora language
The Bora language is an indigenous Witotoan language spoken by the Bora people of the northwestern Amazon in Peru and Colombia.
E618316 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: Bora language | Statement: [Resígaro language, languageContact, Bora language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bora language
Context triple: [Resígaro language, languageContact, Bora language]
  • A. Korandje language
    The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
  • B. Boro language
    Boro language is a Tibeto-Burman language spoken primarily by the Boro people of Assam in northeastern India.
  • C. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • D. Bilic languages
    The Bilic languages are a subgroup of Austronesian languages spoken in parts of the Philippines, characterized by shared phonological and lexical innovations that distinguish them from other Philippine language groups.
  • E. Padoe language
    The Padoe language is an Austronesian language spoken by the Padoe people of Sulawesi, Indonesia, and is part of the broader South Sulawesi linguistic group.
  • 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: Bora language
Triple: [Resígaro language, languageContact, Bora language]
Generated description
The Bora language is an indigenous Witotoan language spoken by the Bora people of the northwestern Amazon in Peru and Colombia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bora language
Target entity description: The Bora language is an indigenous Witotoan language spoken by the Bora people of the northwestern Amazon in Peru and Colombia.
  • A. Korandje language
    The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
  • B. Boro language
    Boro language is a Tibeto-Burman language spoken primarily by the Boro people of Assam in northeastern India.
  • C. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • D. Bilic languages
    The Bilic languages are a subgroup of Austronesian languages spoken in parts of the Philippines, characterized by shared phonological and lexical innovations that distinguish them from other Philippine language groups.
  • E. Padoe language
    The Padoe language is an Austronesian language spoken by the Padoe people of Sulawesi, Indonesia, and is part of the broader South Sulawesi linguistic group.
  • 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d26725208190b64935cfd08b2aff completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cc9ff08190bb7ec0bf4cc4db01 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c71396f1f88190b3316e694424a2fe completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:13 p.m.