Triple

T200646
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
E26896 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: Batanic languages | Statement: [Austronesian languages, hasSubfamily, Batanic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batanic languages
Context triple: [Austronesian languages, hasSubfamily, Batanic languages]
  • A. Celebic languages
    Celebic languages are a major subgroup of the Austronesian language family spoken primarily on the Indonesian island of Sulawesi and nearby regions.
  • B. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • C. Miwok languages
    Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
  • D. Utian languages
    The Utian languages are a small group of Native American languages once spoken in central California, traditionally including the Miwok and Costanoan (Ohlone) language branches.
  • E. Hokan languages
    Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • 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: Batanic languages
Triple: [Austronesian languages, hasSubfamily, Batanic languages]
Generated description
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batanic languages
Target entity description: Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • A. Celebic languages
    Celebic languages are a major subgroup of the Austronesian language family spoken primarily on the Indonesian island of Sulawesi and nearby regions.
  • B. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • C. Miwok languages
    Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
  • D. Utian languages
    The Utian languages are a small group of Native American languages once spoken in central California, traditionally including the Miwok and Costanoan (Ohlone) language branches.
  • E. Hokan languages
    Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25be47ea881909c296b30a0d47a65 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a332c7afc48190a65c7e71260c84b4 completed Feb. 28, 2026, 6:24 p.m.
NEDg Description generation batch_69a333db134881909dc3449ddb328de6 completed Feb. 28, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69a3341c18c48190970fa40501d9b6fc completed Feb. 28, 2026, 6:29 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.