Triple
T7854117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bantu E languages |
E182127
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Tooro language
The Tooro language is a Bantu language spoken primarily by the Tooro people in western Uganda.
|
E695724
|
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: Tooro language | Statement: [Bantu E languages, hasMember, Tooro language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tooro language Context triple: [Bantu E languages, hasMember, Tooro language]
-
A.
Toongo language
The Toongo language is a lesser-known Gbaya language spoken by a small ethnic community in Central Africa.
-
B.
Lo-Toga language
The Lo-Toga language is an Oceanic language spoken on the Torres Islands of northern Vanuatu, closely related to the neighboring Hiw language and known for its highly conservative phonology and grammar.
-
C.
Touo language
Touo is an Oceanic language spoken by a small community in the Solomon Islands, noted for its distinct phonology and limited number of speakers.
-
D.
Towa language
Towa is a Native American language spoken by the Towa (Jemez) people of New Mexico and is part of the Puebloan language family.
-
E.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
- 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: Tooro language Triple: [Bantu E languages, hasMember, Tooro language]
Generated description
The Tooro language is a Bantu language spoken primarily by the Tooro people in western Uganda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tooro language Target entity description: The Tooro language is a Bantu language spoken primarily by the Tooro people in western Uganda.
-
A.
Toongo language
The Toongo language is a lesser-known Gbaya language spoken by a small ethnic community in Central Africa.
-
B.
Lo-Toga language
The Lo-Toga language is an Oceanic language spoken on the Torres Islands of northern Vanuatu, closely related to the neighboring Hiw language and known for its highly conservative phonology and grammar.
-
C.
Touo language
Touo is an Oceanic language spoken by a small community in the Solomon Islands, noted for its distinct phonology and limited number of speakers.
-
D.
Towa language
Towa is a Native American language spoken by the Towa (Jemez) people of New Mexico and is part of the Puebloan language family.
-
E.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
- 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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb1a72cfdc8190a3186c4c2894f571 |
completed | March 31, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b1e9e808190a0eb2dea5288e743 |
completed | March 31, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69cb5df0287881908bce1a4449e9f252 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb767b198481909cfc1f7a44e6f0d8 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:51 p.m.