Triple
T6474923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Bantoid |
E146047
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
North Bantoid
North Bantoid is a subgroup of Bantoid languages within the Southern Bantoid branch of the Niger-Congo language family, spoken primarily in parts of Central and West Africa.
|
E596045
|
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: North Bantoid | Statement: [Northern Bantoid, hasAlternativeName, North Bantoid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Bantoid Context triple: [Northern Bantoid, hasAlternativeName, North Bantoid]
-
A.
Taumarunui
Taumarunui is a rural service town in New Zealand’s central North Island, known as a gateway to the Whanganui River and nearby national parks.
-
B.
Upangas
Upangas are a group of secondary Jain scriptures that elaborate and supplement the teachings found in the primary Agamas.
-
C.
Hindkowans
Hindkowans are an Indo-Aryan ethnic group primarily associated with the Hindko language and concentrated in northern and central regions of Pakistan, especially in and around the Hazara area.
-
D.
Walatowa
Walatowa is the traditional Towa name for Jemez Pueblo, a Native American community in north-central New Mexico known for its rich cultural and linguistic heritage.
-
E.
Pangnirtung
Pangnirtung is a small Inuit hamlet on Baffin Island in Nunavut, Canada, known for its dramatic Arctic landscapes, traditional culture, and renowned printmaking and weaving arts.
- 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: North Bantoid Triple: [Northern Bantoid, hasAlternativeName, North Bantoid]
Generated description
North Bantoid is a subgroup of Bantoid languages within the Southern Bantoid branch of the Niger-Congo language family, spoken primarily in parts of Central and West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Bantoid Target entity description: North Bantoid is a subgroup of Bantoid languages within the Southern Bantoid branch of the Niger-Congo language family, spoken primarily in parts of Central and West Africa.
-
A.
Taumarunui
Taumarunui is a rural service town in New Zealand’s central North Island, known as a gateway to the Whanganui River and nearby national parks.
-
B.
Upangas
Upangas are a group of secondary Jain scriptures that elaborate and supplement the teachings found in the primary Agamas.
-
C.
Hindkowans
Hindkowans are an Indo-Aryan ethnic group primarily associated with the Hindko language and concentrated in northern and central regions of Pakistan, especially in and around the Hazara area.
-
D.
Walatowa
Walatowa is the traditional Towa name for Jemez Pueblo, a Native American community in north-central New Mexico known for its rich cultural and linguistic heritage.
-
E.
Pangnirtung
Pangnirtung is a small Inuit hamlet on Baffin Island in Nunavut, Canada, known for its dramatic Arctic landscapes, traditional culture, and renowned printmaking and weaving arts.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a341360819082f2b5496a1a68b0 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653a595b881909e5d3cb781ad5ad4 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6553c17bc81908719ecc7db9e3960 |
completed | March 27, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c655f4ee5c81909620e732b72ee694 |
completed | March 27, 2026, 10:03 a.m. |
Created at: March 22, 2026, 4:50 p.m.