Triple
T21053912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngindo language |
E518658
|
entity |
| Predicate | glottologName |
P6521
|
FINISHED |
| Object |
Ngindo
Ngindo is a Bantu language spoken by the Ngindo people of southeastern Tanzania.
|
E1464758
|
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: Ngindo | Statement: [Ngindo language, glottologName, Ngindo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngindo Context triple: [Ngindo language, glottologName, Ngindo]
-
A.
Rutenga
Rutenga is a small town in southern Zimbabwe that serves as an important local commercial and transport hub within Mwenezi District.
-
B.
Rakai Kayuwangi
Rakai Kayuwangi was a ruler of the Mataram Kingdom in Central Java, known from Old Javanese inscriptions as one of the early monarchs in the Medang (Mataram) dynasty.
-
C.
Gikonyo
Gikonyo is a central character in Ngũgĩ wa Thiong’o’s novel "A Grain of Wheat," portrayed as a Kenyan villager whose personal struggles and fractured marriage reflect the broader tensions and betrayals of the Mau Mau independence era.
-
D.
Mbugwe
Mbugwe are an ethnic group in northern Tanzania known for their distinct Bantu language and cultural traditions.
-
E.
Mbulu
Mbulu is a local name for the Congo peafowl, a rare and elusive forest-dwelling bird species native to the Congo Basin in Central Africa.
- 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: Ngindo Triple: [Ngindo language, glottologName, Ngindo]
Generated description
Ngindo is a Bantu language spoken by the Ngindo people of southeastern Tanzania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngindo Target entity description: Ngindo is a Bantu language spoken by the Ngindo people of southeastern Tanzania.
-
A.
Rutenga
Rutenga is a small town in southern Zimbabwe that serves as an important local commercial and transport hub within Mwenezi District.
-
B.
Rakai Kayuwangi
Rakai Kayuwangi was a ruler of the Mataram Kingdom in Central Java, known from Old Javanese inscriptions as one of the early monarchs in the Medang (Mataram) dynasty.
-
C.
Gikonyo
Gikonyo is a central character in Ngũgĩ wa Thiong’o’s novel "A Grain of Wheat," portrayed as a Kenyan villager whose personal struggles and fractured marriage reflect the broader tensions and betrayals of the Mau Mau independence era.
-
D.
Mbugwe
Mbugwe are an ethnic group in northern Tanzania known for their distinct Bantu language and cultural traditions.
-
E.
Mbulu
Mbulu is a local name for the Congo peafowl, a rare and elusive forest-dwelling bird species native to the Congo Basin in Central Africa.
- 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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7e087c81908712ddc63e8b1e6c |
completed | April 21, 2026, 4:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0950666f7c8190887911302eb02940 |
completed | May 17, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a095247e93881908d3bd15a97169937 |
completed | May 17, 2026, 5:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0952af83108190ad14c26968109489 |
completed | May 17, 2026, 5:31 a.m. |
Created at: April 16, 2026, 2:36 p.m.