Triple
T2391146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Punu |
E48945
|
entity |
| Predicate | languageSubgroup |
P1967
|
FINISHED |
| Object |
Bantoid
Bantoid is a major branch of the Niger-Congo language family that includes the Bantu languages and several closely related non-Bantu groups spoken primarily in Central and West Africa.
|
E264179
|
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: Bantoid | Statement: [Punu, languageSubgroup, Bantoid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantoid Context triple: [Punu, languageSubgroup, Bantoid]
-
A.
Borobi
Borobi is a blue koala character created as the official mascot for the 2018 Commonwealth Games held on Australia's Gold Coast.
-
B.
Buhid
Buhid is a Brahmic-derived indigenous script used by the Buhid people of Mindoro in the Philippines to write the Buhid language.
-
C.
Binga
Binga is a town and district in northwestern Zimbabwe known for its location on the southern shores of Lake Kariba and its association with the Tonga people.
-
D.
Bargara
Bargara is a coastal town in Queensland, Australia, known for its beaches, proximity to the Great Barrier Reef, and role as a gateway to nearby turtle nesting sites at Mon Repos.
-
E.
Kroitor
Kroitor is a surname most notably associated with Roman Kroitor, a pioneering Canadian filmmaker and co-founder of IMAX.
- 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: Bantoid Triple: [Punu, languageSubgroup, Bantoid]
Generated description
Bantoid is a major branch of the Niger-Congo language family that includes the Bantu languages and several closely related non-Bantu groups spoken primarily in Central and West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantoid Target entity description: Bantoid is a major branch of the Niger-Congo language family that includes the Bantu languages and several closely related non-Bantu groups spoken primarily in Central and West Africa.
-
A.
Borobi
Borobi is a blue koala character created as the official mascot for the 2018 Commonwealth Games held on Australia's Gold Coast.
-
B.
Buhid
Buhid is a Brahmic-derived indigenous script used by the Buhid people of Mindoro in the Philippines to write the Buhid language.
-
C.
Binga
Binga is a town and district in northwestern Zimbabwe known for its location on the southern shores of Lake Kariba and its association with the Tonga people.
-
D.
Bargara
Bargara is a coastal town in Queensland, Australia, known for its beaches, proximity to the Great Barrier Reef, and role as a gateway to nearby turtle nesting sites at Mon Repos.
-
E.
Baflo
Baflo is a village in the Dutch province of Groningen, known for its historic church and rural character.
- 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_69a88aa5f63081908d07fd302029fcbd |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc87457388190822d5506327db8f2 |
completed | March 7, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3d4f0608190bcc77a67fa85b963 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb79b249c8190818bc4daf9eebd2a |
completed | March 9, 2026, 12:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb843b8e88190b5e4417a64ce8f49 |
completed | March 9, 2026, 12:08 p.m. |
Created at: March 4, 2026, 7:57 p.m.