Triple
T8875397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm Ross |
E211265
|
entity |
| Predicate | hasNotablePublication |
P4
|
FINISHED |
| Object |
The Oceanic languages
The Oceanic languages is a comprehensive linguistic work that surveys and analyzes the Oceanic branch of the Austronesian language family, detailing their structures, histories, and relationships.
|
E769369
|
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: The Oceanic languages | Statement: [Malcolm Ross, hasNotablePublication, The Oceanic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Oceanic languages Context triple: [Malcolm Ross, hasNotablePublication, The Oceanic languages]
-
A.
Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
-
B.
Polynesian languages
Polynesian languages are a branch of the Austronesian language family spoken across the Polynesian islands of the central and southern Pacific Ocean, including languages such as Māori, Hawaiian, and Samoan.
-
C.
Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
-
D.
Western Malayo-Polynesian languages
Western Malayo-Polynesian languages are a major subgroup of the Austronesian language family spoken primarily in western Island Southeast Asia and parts of mainland Asia, including languages such as Tagalog, Javanese, and Malay.
-
E.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
- 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: The Oceanic languages Triple: [Malcolm Ross, hasNotablePublication, The Oceanic languages]
Generated description
The Oceanic languages is a comprehensive linguistic work that surveys and analyzes the Oceanic branch of the Austronesian language family, detailing their structures, histories, and relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Oceanic languages Target entity description: The Oceanic languages is a comprehensive linguistic work that surveys and analyzes the Oceanic branch of the Austronesian language family, detailing their structures, histories, and relationships.
-
A.
Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
-
B.
Polynesian languages
Polynesian languages are a branch of the Austronesian language family spoken across the Polynesian islands of the central and southern Pacific Ocean, including languages such as Māori, Hawaiian, and Samoan.
-
C.
Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
-
D.
Western Malayo-Polynesian languages
Western Malayo-Polynesian languages are a major subgroup of the Austronesian language family spoken primarily in western Island Southeast Asia and parts of mainland Asia, including languages such as Tagalog, Javanese, and Malay.
-
E.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
- 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_69cfc92c2f088190b953de2bfcbb5bb5 |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfc9b8cd108190a9b3482858b0363a |
completed | April 3, 2026, 2:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfca54d4dc8190a2f94a6f3d2acaf9 |
completed | April 3, 2026, 2:10 p.m. |
Created at: March 30, 2026, 6:52 p.m.