Triple
T6120453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga (Zambia) |
E136468
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Lenje language
The Lenje language is a Bantu language spoken primarily by the Lenje people of central Zambia, closely related to the Tonga language of the same region.
|
E570029
|
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: Lenje language | Statement: [Tonga (Zambia), closelyRelatedTo, Lenje language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lenje language Context triple: [Tonga (Zambia), closelyRelatedTo, Lenje language]
-
A.
Lavukaleve language
Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
-
B.
Lovono language
The Lovono language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, belonging to the Temotu subgroup of Austronesian languages.
-
C.
Opata language
The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
-
D.
Korandje language
The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
-
E.
Baliledu language
The Baliledu language is an Austronesian language of the Bima–Sumba subgroup spoken by a local community in eastern 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: Lenje language Triple: [Tonga (Zambia), closelyRelatedTo, Lenje language]
Generated description
The Lenje language is a Bantu language spoken primarily by the Lenje people of central Zambia, closely related to the Tonga language of the same region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lenje language Target entity description: The Lenje language is a Bantu language spoken primarily by the Lenje people of central Zambia, closely related to the Tonga language of the same region.
-
A.
Lavukaleve language
Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
-
B.
Lovono language
The Lovono language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, belonging to the Temotu subgroup of Austronesian languages.
-
C.
Opata language
The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
-
D.
Korandje language
The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
-
E.
Baliledu language
The Baliledu language is an Austronesian language of the Bima–Sumba subgroup spoken by a local community in eastern 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_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bef8dc08190b917ad7209188c62 |
completed | March 22, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1257153748190947cd80589620f12 |
completed | March 23, 2026, 11:35 a.m. |
| NEDg | Description generation | batch_69c129464108819086b1a3991ef4c9e1 |
completed | March 23, 2026, 11:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129d7cd348190963e1a266d5e88ae |
completed | March 23, 2026, 11:53 a.m. |
Created at: March 22, 2026, 4:14 p.m.