Triple
T1487533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Celebic–South Halmahera languages |
E29500
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E170927
|
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: Tomini–Tolitoli languages | Statement: [Celebic–South Halmahera languages, hasMember, Tomini–Tolitoli languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tomini–Tolitoli languages Context triple: [Celebic–South Halmahera languages, hasMember, Tomini–Tolitoli 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.
Flores–Lembata languages
The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
-
C.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
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.
Bungku–Tolaki languages
The Bungku–Tolaki languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi, Indonesia, known for their shared phonological and grammatical features within the Celebic branch.
- 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: Tomini–Tolitoli languages Triple: [Celebic–South Halmahera languages, hasMember, Tomini–Tolitoli languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tomini–Tolitoli languages Target entity description: 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.
-
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.
Flores–Lembata languages
The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
-
C.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
-
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.
Bungku–Tolaki languages
The Bungku–Tolaki languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi, Indonesia, known for their shared phonological and grammatical features within the Celebic branch.
- 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_69a498da82e08190ba833330d05f380f |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6a44efc819084254614d8ea4669 |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1ca7804c8190b6818ff344908028 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1cfdd8788190b3c9f6e0d49ec350 |
completed | March 8, 2026, 6:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1d75f4f8819090c397a4b2d3f839 |
completed | March 8, 2026, 6:55 a.m. |
Created at: March 1, 2026, 8:12 p.m.