Triple
T11515913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hadza people |
E273028
|
entity |
| Predicate | neighboringGroups |
P5965
|
FINISHED |
| Object |
Datoga people
The Datoga people are a semi-nomadic pastoralist ethnic group of northern Tanzania, known for cattle herding, metalworking, and their close interaction with neighboring hunter-gatherer groups.
|
E1155452
|
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: Datoga people | Statement: [Hadza people, neighboringGroups, Datoga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Datoga people Context triple: [Hadza people, neighboringGroups, Datoga people]
-
A.
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.
-
B.
Paramaka people
The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
-
C.
Lauje people
The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
-
D.
Mapun people
The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
-
E.
Temiar people
The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
- 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: Datoga people Triple: [Hadza people, neighboringGroups, Datoga people]
Generated description
The Datoga people are a semi-nomadic pastoralist ethnic group of northern Tanzania, known for cattle herding, metalworking, and their close interaction with neighboring hunter-gatherer groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Datoga people Target entity description: The Datoga people are a semi-nomadic pastoralist ethnic group of northern Tanzania, known for cattle herding, metalworking, and their close interaction with neighboring hunter-gatherer groups.
-
A.
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.
-
B.
Paramaka people
The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
-
C.
Lauje people
The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
-
D.
Mapun people
The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
-
E.
Temiar people
The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
- 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_69ff1a5a733c819090a6710ab990c38d |
completed | May 9, 2026, 11:28 a.m. |
| NEDg | Description generation | batch_69ff1afa99888190bfb60fd88d840d4e |
completed | May 9, 2026, 11:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1bde8914819087d5d2ac88de34aa |
completed | May 9, 2026, 11:34 a.m. |
Created at: April 8, 2026, 9:36 p.m.