Triple
T8875398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm Ross |
E211265
|
entity |
| Predicate | hasNotablePublication |
P4
|
FINISHED |
| Object |
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.
|
E762437
|
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: Some current issues in Austronesian linguistics | Statement: [Malcolm Ross, hasNotablePublication, Some current issues in Austronesian linguistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Some current issues in Austronesian linguistics Context triple: [Malcolm Ross, hasNotablePublication, Some current issues in Austronesian linguistics]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
A Grammar of Tukang Besi
A Grammar of Tukang Besi is a comprehensive linguistic reference work detailing the structure and usage of the Tukang Besi language.
- 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: Some current issues in Austronesian linguistics Triple: [Malcolm Ross, hasNotablePublication, Some current issues in Austronesian linguistics]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Some current issues in Austronesian linguistics Target entity description: "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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
A Grammar of Tukang Besi
A Grammar of Tukang Besi is a comprehensive linguistic reference work detailing the structure and usage of the Tukang Besi language.
- 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_69ca838e78748190934d82db3104f855 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc614565788190aa14535760df88c8 |
completed | April 1, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0fbc6d4819084a7d77c1f918233 |
completed | April 3, 2026, 11:14 a.m. |
| NEDg | Description generation | batch_69cfa1c0b9c48190b4c8d872a721386a |
completed | April 3, 2026, 11:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa223fee88190ae9ff65a95a50700 |
completed | April 3, 2026, 11:19 a.m. |
Created at: March 30, 2026, 6:52 p.m.