Triple
T23476096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bitonga |
E570267
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object | Gitonga |
—
|
NE NERFINISHED |
How this triple was built (3 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: Gitonga | Statement: [Bitonga, hasAlternativeName, Gitonga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gitonga Context triple: [Bitonga, hasAlternativeName, Gitonga]
-
A.
Menongue
Menongue is a city in southeastern Angola that serves as the administrative and economic center of Cuando Cubango Province.
-
B.
Gonga
Gonga is a subgroup of the North Omotic branch of the Afroasiatic language family, comprising several closely related languages spoken in southwestern Ethiopia.
-
C.
Gogango
Gogango is a small rural locality in Central Queensland, Australia, situated west of Rockhampton and known for cattle grazing and its position along the Capricorn Highway and Fitzroy River.
-
D.
Tilantongo
Tilantongo was a prominent pre-Columbian Mixtec city-state in present-day Oaxaca, Mexico, known as a political and cultural hub of the Mixtec civilization.
-
E.
Tungag
Tungag is an Austronesian language spoken in Papua New Guinea, particularly associated with communities in the New Ireland region.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gitonga Target entity description: Gitonga is a Bantu language spoken primarily along the coast of southern Mozambique, also known by the alternative name Bitonga.
-
A.
Menongue
Menongue is a city in southeastern Angola that serves as the administrative and economic center of Cuando Cubango Province.
-
B.
Gonga
Gonga is a subgroup of the North Omotic branch of the Afroasiatic language family, comprising several closely related languages spoken in southwestern Ethiopia.
-
C.
Gogango
Gogango is a small rural locality in Central Queensland, Australia, situated west of Rockhampton and known for cattle grazing and its position along the Capricorn Highway and Fitzroy River.
-
D.
Tilantongo
Tilantongo was a prominent pre-Columbian Mixtec city-state in present-day Oaxaca, Mexico, known as a political and cultural hub of the Mixtec civilization.
-
E.
Tungag
Tungag is an Austronesian language spoken in Papua New Guinea, particularly associated with communities in the New Ireland region.
- F. None of above. chosen
Provenance (2 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_69e245af8a88819084f2704f6d265a92 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a74cf57081909d2b90a806d68c08 |
completed | April 29, 2026, 6:38 a.m. |
Created at: April 17, 2026, 6:01 p.m.