Triple

T6184684
Position Surface form Disambiguated ID Type / Status
Subject Robert Blust E138026 entity
Predicate publishedIn P309 FINISHED
Object Oceanic Linguistics
Oceanic Linguistics is a scholarly journal specializing in the study and documentation of the languages of the Pacific region, including Austronesian and Papuan languages.
 E574296 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: Oceanic Linguistics | Statement: [Robert Blust, publishedIn, Oceanic Linguistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oceanic Linguistics
Context triple: [Robert Blust, publishedIn, Oceanic Linguistics]
  • A. Remote Oceanic languages
    Remote Oceanic languages are a subgroup of Austronesian languages spoken across the more isolated islands of the central and eastern Pacific, including parts of Melanesia, Micronesia, and Polynesia.
  • B. Austronesian linguistics
    Austronesian linguistics is the branch of linguistics that studies the structure, history, and classification of the Austronesian language family, one of the world’s largest and most geographically widespread language groups.
  • C. Oceanic languages
    Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
  • D. Boasian linguistics
    Boasian linguistics is a tradition in linguistic anthropology, founded by Franz Boas, that emphasizes detailed descriptive fieldwork, the study of indigenous languages in their cultural context, and the rejection of hierarchical or evolutionary rankings of languages.
  • E. Remote Oceania linguistic area
    The Remote Oceania linguistic area is a region of the Pacific characterized by closely related Oceanic languages spoken across widely dispersed island groups such as Polynesia, Micronesia, and parts of eastern Melanesia.
  • 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: Oceanic Linguistics
Triple: [Robert Blust, publishedIn, Oceanic Linguistics]
Generated description
Oceanic Linguistics is a scholarly journal specializing in the study and documentation of the languages of the Pacific region, including Austronesian and Papuan languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oceanic Linguistics
Target entity description: Oceanic Linguistics is a scholarly journal specializing in the study and documentation of the languages of the Pacific region, including Austronesian and Papuan languages.
  • A. Remote Oceanic languages
    Remote Oceanic languages are a subgroup of Austronesian languages spoken across the more isolated islands of the central and eastern Pacific, including parts of Melanesia, Micronesia, and Polynesia.
  • B. Austronesian linguistics
    Austronesian linguistics is the branch of linguistics that studies the structure, history, and classification of the Austronesian language family, one of the world’s largest and most geographically widespread language groups.
  • C. Oceanic languages
    Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
  • D. Boasian linguistics
    Boasian linguistics is a tradition in linguistic anthropology, founded by Franz Boas, that emphasizes detailed descriptive fieldwork, the study of indigenous languages in their cultural context, and the rejection of hierarchical or evolutionary rankings of languages.
  • E. Remote Oceania linguistic area
    The Remote Oceania linguistic area is a region of the Pacific characterized by closely related Oceanic languages spoken across widely dispersed island groups such as Polynesia, Micronesia, and parts of eastern Melanesia.
  • 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_69c008a8fd408190b7ec6e42934974a6 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c061020d148190ae2edf2b363f1e24 completed March 22, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141c6b5888190983bff620c7663cc completed March 23, 2026, 1:36 p.m.
NEDg Description generation batch_69c1472997d081909266b0e64fdbfe96 completed March 23, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69c147b5214c819082c20480965842be completed March 23, 2026, 2:01 p.m.
Created at: March 22, 2026, 4:19 p.m.