Triple

T1872697
Position Surface form Disambiguated ID Type / Status
Subject Carib languages E39066 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Ikpeng language
The Ikpeng language is an indigenous Cariban language spoken by the Ikpeng people of the Brazilian Amazon, known for its endangered status and rich oral tradition.
 E208124 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: Ikpeng language | Statement: [Carib languages, hasNotableLanguage, Ikpeng language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ikpeng language
Context triple: [Carib languages, hasNotableLanguage, Ikpeng language]
  • A. Kaidipang language
    The Kaidipang language is an Austronesian language spoken by the Kaidipang people in northern Sulawesi, Indonesia.
  • B. Kaxabu language
    The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
  • C. Iwak language
    The Iwak language is an Austronesian language spoken by an indigenous community in the Cordillera region of northern Luzon in the Philippines.
  • D. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • E. Blablanga language
    The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
  • 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: Ikpeng language
Triple: [Carib languages, hasNotableLanguage, Ikpeng language]
Generated description
The Ikpeng language is an indigenous Cariban language spoken by the Ikpeng people of the Brazilian Amazon, known for its endangered status and rich oral tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ikpeng language
Target entity description: The Ikpeng language is an indigenous Cariban language spoken by the Ikpeng people of the Brazilian Amazon, known for its endangered status and rich oral tradition.
  • A. Kaidipang language
    The Kaidipang language is an Austronesian language spoken by the Kaidipang people in northern Sulawesi, Indonesia.
  • B. Kaxabu language
    The Kaxabu language is an indigenous Formosan language of Taiwan spoken by the Kaxabu people and considered highly endangered.
  • C. Iwak language
    The Iwak language is an Austronesian language spoken by an indigenous community in the Cordillera region of northern Luzon in the Philippines.
  • D. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • E. Blablanga language
    The Blablanga language is an Oceanic language spoken in the Solomon Islands, belonging to the Northwest Solomonic subgroup of the Austronesian language family.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d4dc6c81908ecd55abd779ae3a completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1de8728819090e80868f27c09af completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add25c9c208190a576cf1123c0a2e6 completed March 8, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69add32c32b08190be6624eefa2fa386 completed March 8, 2026, 7:51 p.m.
Created at: March 4, 2026, 7:34 p.m.