Triple
T11515914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hadza people |
E273028
|
entity |
| Predicate | neighboringGroups |
P5965
|
FINISHED |
| Object |
Isanzu people
The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
|
E1158163
|
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: Isanzu people | Statement: [Hadza people, neighboringGroups, Isanzu people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isanzu people Context triple: [Hadza people, neighboringGroups, Isanzu people]
-
A.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
B.
Shinasha people
The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
-
C.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
D.
Kusaasi people
The Kusaasi people are an ethnic group of northern Ghana and southern Burkina Faso known for their distinct cultural traditions, agriculture-based livelihoods, and use of the Kusaal language.
-
E.
Daza people
The Daza people are a traditionally nomadic Saharan ethnic group of the central Sahara, primarily in Chad and Niger, known for their pastoral lifestyle and close cultural and linguistic ties to the Toubou.
- 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: Isanzu people Triple: [Hadza people, neighboringGroups, Isanzu people]
Generated description
The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isanzu people Target entity description: The Isanzu people are a Bantu-speaking ethnic group of north-central Tanzania known for their agricultural lifestyle and proximity to hunter-gatherer groups like the Hadza.
-
A.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
B.
Shinasha people
The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
-
C.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
D.
Kusaasi people
The Kusaasi people are an ethnic group of northern Ghana and southern Burkina Faso known for their distinct cultural traditions, agriculture-based livelihoods, and use of the Kusaal language.
-
E.
Daza people
The Daza people are a traditionally nomadic Saharan ethnic group of the central Sahara, primarily in Chad and Niger, known for their pastoral lifestyle and close cultural and linguistic ties to the Toubou.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d87fcc72a48190b81acedfcc8685d3 |
completed | April 10, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff2189c1cc819080dc296b17e42374 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff2578f4688190971bf2c5dcedd8c3 |
completed | May 9, 2026, 12:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff25d2d13c8190abeb3ea08b876f23 |
completed | May 9, 2026, 12:17 p.m. |
Created at: April 8, 2026, 9:36 p.m.