Triple
T9192189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aslian languages |
E220616
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Tonga language (Aslian)
The Tonga language (Aslian) is a minor Austroasiatic Aslian language spoken by an indigenous community in the Malay Peninsula.
|
E784000
|
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: Tonga language (Aslian) | Statement: [Aslian languages, hasMemberLanguage, Tonga language (Aslian)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga language (Aslian) Context triple: [Aslian languages, hasMemberLanguage, Tonga language (Aslian)]
-
A.
Tonga language
The Tonga language is a Bantu language spoken by the Tonga people primarily in Zambia and Zimbabwe, with communities also found in neighboring regions.
-
B.
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.
-
C.
Tongan language
The Tongan language is an Austronesian language spoken primarily in the Kingdom of Tonga, known for its rich oral traditions and distinct phonological and grammatical features within the Polynesian language family.
-
D.
Ronga language
The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
-
E.
Tonsea language
Tonsea is an Austronesian language spoken by the Tonsea people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
- 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: Tonga language (Aslian) Triple: [Aslian languages, hasMemberLanguage, Tonga language (Aslian)]
Generated description
The Tonga language (Aslian) is a minor Austroasiatic Aslian language spoken by an indigenous community in the Malay Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tonga language (Aslian) Target entity description: The Tonga language (Aslian) is a minor Austroasiatic Aslian language spoken by an indigenous community in the Malay Peninsula.
-
A.
Tonga language
The Tonga language is a Bantu language spoken by the Tonga people primarily in Zambia and Zimbabwe, with communities also found in neighboring regions.
-
B.
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.
-
C.
Tongan language
The Tongan language is an Austronesian language spoken primarily in the Kingdom of Tonga, known for its rich oral traditions and distinct phonological and grammatical features within the Polynesian language family.
-
D.
Ronga language
The Ronga language is a Bantu language spoken primarily in southern Mozambique, closely related to Tsonga and used by the Ronga people in the Maputo region.
-
E.
Tonsea language
Tonsea is an Austronesian language spoken by the Tonsea people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
- 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5c077b4819086c74e91ee4bd75e |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c2bb2c481909db8c223aececf37 |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05d4ec9d48190bb425fe0449f4bf2 |
completed | April 4, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05ddd28008190b82c42220871e73f |
completed | April 4, 2026, 12:39 a.m. |
Created at: March 30, 2026, 7:24 p.m.