Triple
T6774877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nafe language |
E155130
|
entity |
| Predicate | hasNeighboringLanguage |
P16383
|
FINISHED |
| Object |
Nguna–Tongoa languages
The Nguna–Tongoa languages are a small group of closely related Oceanic languages spoken primarily on the islands of Nguna and Tongoa in central Vanuatu.
|
E620466
|
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: Nguna–Tongoa languages | Statement: [Nafe language, hasNeighboringLanguage, Nguna–Tongoa languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nguna–Tongoa languages Context triple: [Nafe language, hasNeighboringLanguage, Nguna–Tongoa languages]
-
A.
Temotu languages
Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
-
B.
Manuvu languages
Manuvu languages are a subgroup of the Manobo (Austronesian) languages spoken by indigenous Manuvu/Manobo communities in Mindanao in the southern Philippines.
-
C.
Tomini–Tolitoli languages
The Tomini–Tolitoli languages are a subgroup of Austronesian languages spoken in northern Central Sulawesi, Indonesia, known for their close genetic relationship and shared linguistic features.
-
D.
Vaeakau-Taumako language
The Vaeakau-Taumako language is a Polynesian Outlier language spoken primarily in the Temotu Province of the Solomon Islands, known for preserving many archaic features of Proto-Polynesian.
-
E.
Muna–Buton languages
The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
- 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: Nguna–Tongoa languages Triple: [Nafe language, hasNeighboringLanguage, Nguna–Tongoa languages]
Generated description
The Nguna–Tongoa languages are a small group of closely related Oceanic languages spoken primarily on the islands of Nguna and Tongoa in central Vanuatu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nguna–Tongoa languages Target entity description: The Nguna–Tongoa languages are a small group of closely related Oceanic languages spoken primarily on the islands of Nguna and Tongoa in central Vanuatu.
-
A.
Temotu languages
Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
-
B.
Manuvu languages
Manuvu languages are a subgroup of the Manobo (Austronesian) languages spoken by indigenous Manuvu/Manobo communities in Mindanao in the southern Philippines.
-
C.
Tomini–Tolitoli languages
The Tomini–Tolitoli languages are a subgroup of Austronesian languages spoken in northern Central Sulawesi, Indonesia, known for their close genetic relationship and shared linguistic features.
-
D.
Vaeakau-Taumako language
The Vaeakau-Taumako language is a Polynesian Outlier language spoken primarily in the Temotu Province of the Solomon Islands, known for preserving many archaic features of Proto-Polynesian.
-
E.
Muna–Buton languages
The Muna–Buton languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi and nearby islands in Indonesia.
- 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_69c68812ef7c819099369f51febb725c |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d24ddaf08190baffbff991eeb458 |
completed | March 27, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a803fe08190b4dc32d09e91da07 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71c795f8c81909d7ed0a686cae4d7 |
completed | March 28, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71d0fbfac8190bd7842963d049524 |
completed | March 28, 2026, 12:13 a.m. |
Created at: March 27, 2026, 2:13 p.m.