Triple

T9192400
Position Surface form Disambiguated ID Type / Status
Subject Aslian branch E220620 entity
Predicate subjectOf P38 FINISHED
Object Austroasiatic comparative linguistics
Austroasiatic comparative linguistics is the subfield of historical linguistics that studies and compares the languages of the Austroasiatic family to reconstruct their history, relationships, and proto-language.
 E786076 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: Austroasiatic comparative linguistics | Statement: [Aslian branch, subjectOf, Austroasiatic comparative linguistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austroasiatic comparative linguistics
Context triple: [Aslian branch, subjectOf, Austroasiatic comparative linguistics]
  • A. 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.
  • B. Some current issues in Austronesian linguistics
    "Some Current Issues in Austronesian Linguistics" is a scholarly work by Malcolm Ross that examines key theoretical and descriptive problems in the study of Austronesian languages.
  • C. Proto-Austroasiatic
    Proto-Austroasiatic is the hypothesized common ancestor language from which all modern Austroasiatic languages, such as Khmer, Vietnamese, and Mon, are believed to have descended.
  • D. Austronesian Languages (book)
    Austronesian Languages is a comprehensive scholarly book by linguist Robert Blust that surveys the history, structure, and classification of the Austronesian language family.
  • E. Lexicon of Proto Austronesian
    Lexicon of Proto Austronesian is a comprehensive scholarly reference work reconstructing the vocabulary of the ancestral Austronesian language, authored by linguist Robert Blust.
  • 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: Austroasiatic comparative linguistics
Triple: [Aslian branch, subjectOf, Austroasiatic comparative linguistics]
Generated description
Austroasiatic comparative linguistics is the subfield of historical linguistics that studies and compares the languages of the Austroasiatic family to reconstruct their history, relationships, and proto-language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Austroasiatic comparative linguistics
Target entity description: Austroasiatic comparative linguistics is the subfield of historical linguistics that studies and compares the languages of the Austroasiatic family to reconstruct their history, relationships, and proto-language.
  • A. 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.
  • B. Some current issues in Austronesian linguistics
    "Some Current Issues in Austronesian Linguistics" is a scholarly work by Malcolm Ross that examines key theoretical and descriptive problems in the study of Austronesian languages.
  • C. Proto-Austroasiatic
    Proto-Austroasiatic is the hypothesized common ancestor language from which all modern Austroasiatic languages, such as Khmer, Vietnamese, and Mon, are believed to have descended.
  • D. Austronesian Languages (book)
    Austronesian Languages is a comprehensive scholarly book by linguist Robert Blust that surveys the history, structure, and classification of the Austronesian language family.
  • E. Lexicon of Proto Austronesian
    Lexicon of Proto Austronesian is a comprehensive scholarly reference work reconstructing the vocabulary of the ancestral Austronesian language, authored by linguist Robert Blust.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c077b4819086c74e91ee4bd75e completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d065d5e81c8190b6687999a87fd559 completed April 4, 2026, 1:13 a.m.
NEDg Description generation batch_69d069ef58148190aa62cb78977356b6 completed April 4, 2026, 1:31 a.m.
NED2 Entity disambiguation (via description) batch_69d06a2444dc81908736cae191af4dd9 completed April 4, 2026, 1:32 a.m.
Created at: March 30, 2026, 7:24 p.m.