Triple
T7823221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Halmahera–West New Guinea languages |
E181181
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Yapen languages
The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
|
E698427
|
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: Yapen languages | Statement: [South Halmahera–West New Guinea languages, hasMember, Yapen languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yapen languages Context triple: [South Halmahera–West New Guinea languages, hasMember, Yapen languages]
-
A.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
B.
Manus languages
Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
-
C.
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
D.
Pama languages
The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
-
E.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
- 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: Yapen languages Triple: [South Halmahera–West New Guinea languages, hasMember, Yapen languages]
Generated description
The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yapen languages Target entity description: The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
-
A.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
B.
Manus languages
Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
-
C.
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
D.
Pama languages
The Pama languages are a major subgroup of Australian Aboriginal languages spoken across northern Australia, forming part of the broader Pama–Nyungan language family.
-
E.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
- 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_69ca8282ccec819083c48efb72d21cf9 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cafa095d7081908b3e492ce58b5d5f |
completed | March 30, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a66c1c0819087ce9890f28bb022 |
completed | March 31, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb764973f88190964f91ee7e3fdc06 |
completed | March 31, 2026, 7:22 a.m. |
Created at: March 30, 2026, 4:42 p.m.