Triple
T6786807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huon Gulf languages |
E155827
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Nuclear Huon Gulf languages
Nuclear Huon Gulf languages are a subgroup of closely related Papuan languages spoken in the Huon Gulf region of Papua New Guinea.
|
E602081
|
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: Nuclear Huon Gulf languages | Statement: [Huon Gulf languages, hasSubgroup, Nuclear Huon Gulf languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nuclear Huon Gulf languages Context triple: [Huon Gulf languages, hasSubgroup, Nuclear Huon Gulf languages]
-
A.
Huon Gulf languages
The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
-
B.
Finisterre–Huon languages
The Finisterre–Huon languages are a major branch of Papuan languages spoken primarily in the Finisterre and Huon peninsulas of northeastern Papua New Guinea.
-
C.
Nuaulu language
The Nuaulu language is an Austronesian language spoken by the Nuaulu people on Seram Island in Indonesia, known for its complex verb morphology and endangered status.
-
D.
Nuclear Malayo-Polynesian languages
Nuclear Malayo-Polynesian languages are a major subgroup of the Austronesian language family comprising numerous related languages spoken across much of Island Southeast Asia and the Pacific.
-
E.
Manuvu languages
Manuvu languages are a subgroup of the Manobo (Austronesian) languages spoken by indigenous Manuvu/Manobo communities in Mindanao in the southern Philippines.
- 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: Nuclear Huon Gulf languages Triple: [Huon Gulf languages, hasSubgroup, Nuclear Huon Gulf languages]
Generated description
Nuclear Huon Gulf languages are a subgroup of closely related Papuan languages spoken in the Huon Gulf region of Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nuclear Huon Gulf languages Target entity description: Nuclear Huon Gulf languages are a subgroup of closely related Papuan languages spoken in the Huon Gulf region of Papua New Guinea.
-
A.
Huon Gulf languages
The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
-
B.
Finisterre–Huon languages
chosen
The Finisterre–Huon languages are a major branch of Papuan languages spoken primarily in the Finisterre and Huon peninsulas of northeastern Papua New Guinea.
-
C.
Nuaulu language
The Nuaulu language is an Austronesian language spoken by the Nuaulu people on Seram Island in Indonesia, known for its complex verb morphology and endangered status.
-
D.
Nuclear Malayo-Polynesian languages
Nuclear Malayo-Polynesian languages are a major subgroup of the Austronesian language family comprising numerous related languages spoken across much of Island Southeast Asia and the Pacific.
-
E.
Manuvu languages
Manuvu languages are a subgroup of the Manobo (Austronesian) languages spoken by indigenous Manuvu/Manobo communities in Mindanao in the southern Philippines.
- F. None of above.
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_69c6881770fc8190972b2906390380f5 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28f043081909a9a9ab635785933 |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a871a84819098891f66c6e5b579 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71b6b87d8819085e6ae122f042626 |
completed | March 28, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71c00f86c819099ef6ae0766e9f3a |
completed | March 28, 2026, 12:08 a.m. |
Created at: March 27, 2026, 2:14 p.m.