Triple
T6423806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oceanic languages |
E128008
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Papuan Tip languages
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
|
E592305
|
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: Papuan Tip languages | Statement: [Oceanic languages, hasSubgroup, Papuan Tip languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papuan Tip languages Context triple: [Oceanic languages, hasSubgroup, Papuan Tip languages]
-
A.
Central Papuan Tip language
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
B.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
C.
South Halmahera–West New Guinea languages
The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
-
D.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
-
E.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
- 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: Papuan Tip languages Triple: [Oceanic languages, hasSubgroup, Papuan Tip languages]
Generated description
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Papuan Tip languages Target entity description: Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
A.
Central Papuan Tip language
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
B.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
C.
South Halmahera–West New Guinea languages
The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
-
D.
Timor–Babar languages
The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
-
E.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
- 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_69c00838de888190af2eec0b80495efa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c06906eea88190a445c1ff1169c2b1 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640dc01188190b67290801aae0d6c |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c642d95c1481909c0bececbcef2929 |
completed | March 27, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c643579a388190a2b07669539bd9b7 |
completed | March 27, 2026, 8:44 a.m. |
Created at: March 22, 2026, 4:43 p.m.