Triple

T5592960
Position Surface form Disambiguated ID Type / Status
Subject Motu E146924 entity
Predicate closelyRelatedTo P37 FINISHED
Object Keapara language
The Keapara language is an Austronesian language of coastal Papua New Guinea spoken by the Keapara people in Central Province.
 E533216 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: Keapara language | Statement: [Motu, closelyRelatedTo, Keapara language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keapara language
Context triple: [Motu, closelyRelatedTo, Keapara language]
  • A. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • B. 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.
  • C. Apalaí language
    The Apalaí language is an indigenous Cariban language spoken by the Apalaí people of the Amazon region in northern Brazil.
  • D. Tariana language
    The Tariana language is an endangered Arawakan language spoken in the northwest Amazon region of Brazil, known for its complex verbal morphology and extensive system of evidentiality.
  • E. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
  • 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: Keapara language
Triple: [Motu, closelyRelatedTo, Keapara language]
Generated description
The Keapara language is an Austronesian language of coastal Papua New Guinea spoken by the Keapara people in Central Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keapara language
Target entity description: The Keapara language is an Austronesian language of coastal Papua New Guinea spoken by the Keapara people in Central Province.
  • A. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • B. 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.
  • C. Apalaí language
    The Apalaí language is an indigenous Cariban language spoken by the Apalaí people of the Amazon region in northern Brazil.
  • D. Tariana language
    The Tariana language is an endangered Arawakan language spoken in the northwest Amazon region of Brazil, known for its complex verbal morphology and extensive system of evidentiality.
  • E. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
  • 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_69c009036c408190981a8d690b679b67 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020bb08648190ab1f66cc3e897e6d completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0286b4d2c8190a3224f3082316dc8 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0372e86c08190bf586256cab23d22 completed March 22, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69c038e5dccc8190a5e1ec45712c00a3 completed March 22, 2026, 6:45 p.m.
Created at: March 22, 2026, 3:38 p.m.