Triple

T7314414
Position Surface form Disambiguated ID Type / Status
Subject Admiralty Islands languages E168172 entity
Predicate hasMember P10 FINISHED
Object Nali language
Nali is an Oceanic language spoken on the Admiralty Islands in Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
E655633 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: Nali language | Statement: [Admiralty Islands languages, hasMember, Nali language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nali language
Context triple: [Admiralty Islands languages, hasMember, Nali language]
  • A. Nalik language
    The Nalik language is an Austronesian language spoken primarily on New Ireland in Papua New Guinea by the Nalik people.
  • B. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • C. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
  • D. Saraveca language
    The Saraveca language is an extinct Arawakan language once spoken in Bolivia, known from very limited historical documentation.
  • E. Anuki language
    The Anuki language is an Oceanic language spoken by a small coastal community in Papua New Guinea’s Milne Bay Province.
  • 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: Nali language
Triple: [Admiralty Islands languages, hasMember, Nali language]
Generated description
Nali is an Oceanic language spoken on the Admiralty Islands in Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nali language
Target entity description: Nali is an Oceanic language spoken on the Admiralty Islands in Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
  • A. Nalik language
    The Nalik language is an Austronesian language spoken primarily on New Ireland in Papua New Guinea by the Nalik people.
  • B. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • C. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
  • D. Saraveca language
    The Saraveca language is an extinct Arawakan language once spoken in Bolivia, known from very limited historical documentation.
  • E. Anuki language
    The Anuki language is an Oceanic language spoken by a small coastal community in Papua New Guinea’s Milne Bay Province.
  • 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_69c6888d8e3c81909db79714903baf31 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ec03a7248190beb1dec612725e5b completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e56f4aa0819096d955e2ce298299 completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e6bf79d48190a7c30e3513e12070 completed March 28, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7e78b09488190a361bdd50bd28b71 completed March 28, 2026, 2:36 p.m.
Created at: March 27, 2026, 3:02 p.m.