Triple

T6098677
Position Surface form Disambiguated ID Type / Status
Subject Badaic languages E135939 entity
Predicate hasMember P10 FINISHED
Object Napu language
The Napu language is an Austronesian language of Central Sulawesi, Indonesia, spoken by the Napu people and classified within the Badaic subgroup.
 E569485 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: Napu language | Statement: [Badaic languages, hasMember, Napu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Napu language
Context triple: [Badaic languages, hasMember, Napu language]
  • A. 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.
  • B. Nanggu language
    The Nanggu language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, known for its role in the highly diverse Temotu linguistic subgroup.
  • C. Tyap language
    Tyap language is a Plateau language of the Niger-Congo family spoken predominantly by the Atyap people in southern Kaduna State, Nigeria.
  • D. Nawat language
    The Nawat language is an indigenous Uto-Aztecan language of western El Salvador, historically spoken by the Pipil people and now critically endangered.
  • E. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • 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: Napu language
Triple: [Badaic languages, hasMember, Napu language]
Generated description
The Napu language is an Austronesian language of Central Sulawesi, Indonesia, spoken by the Napu people and classified within the Badaic subgroup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Napu language
Target entity description: The Napu language is an Austronesian language of Central Sulawesi, Indonesia, spoken by the Napu people and classified within the Badaic subgroup.
  • A. 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.
  • B. Nanggu language
    The Nanggu language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, known for its role in the highly diverse Temotu linguistic subgroup.
  • C. Tyap language
    Tyap language is a Plateau language of the Niger-Congo family spoken predominantly by the Atyap people in southern Kaduna State, Nigeria.
  • D. Nawat language
    The Nawat language is an indigenous Uto-Aztecan language of western El Salvador, historically spoken by the Pipil people and now critically endangered.
  • E. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05a9a02888190ac201acd14c3fc31 completed March 22, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c125475548819086b733a80056eba5 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c128753cd8819096edb3c817bfae10 completed March 23, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c129134ce08190ada54a7b3eda27f4 completed March 23, 2026, 11:50 a.m.
Created at: March 22, 2026, 4:13 p.m.