Triple
T2509302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hadza language |
E52662
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Hadza people
The Hadza people are an indigenous hunter-gatherer community of north-central Tanzania, known for their ancient lifestyle, small population, and relative genetic and cultural isolation.
|
E273028
|
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: Hadza people | Statement: [Hadza language, spokenBy, Hadza people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hadza people Context triple: [Hadza language, spokenBy, Hadza people]
-
A.
Neanderthals
Neanderthals were an extinct species of archaic humans who lived across Eurasia until about 40,000 years ago and are known for their close genetic relationship and limited interbreeding with modern humans.
-
B.
Chumash people
The Chumash people are a Native American group indigenous to California’s central and southern coastal regions, renowned for their complex maritime culture, plank canoes (tomols), and rich artistic and spiritual traditions.
-
C.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
D.
Hlubi people
The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
-
E.
Itonama people
The Itonama people are an indigenous ethnic group of the Bolivian Amazon, known for their distinct language, traditional forest-based livelihoods, and cultural practices tied to the rivers and wetlands of the Beni region.
- 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: Hadza people Triple: [Hadza language, spokenBy, Hadza people]
Generated description
The Hadza people are an indigenous hunter-gatherer community of north-central Tanzania, known for their ancient lifestyle, small population, and relative genetic and cultural isolation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hadza people Target entity description: The Hadza people are an indigenous hunter-gatherer community of north-central Tanzania, known for their ancient lifestyle, small population, and relative genetic and cultural isolation.
-
A.
Neanderthals
Neanderthals were an extinct species of archaic humans who lived across Eurasia until about 40,000 years ago and are known for their close genetic relationship and limited interbreeding with modern humans.
-
B.
Denisovans
Denisovans are an extinct group of archaic humans known primarily from genetic evidence, who interbred with both Neanderthals and modern humans and contributed DNA to present-day populations in Asia and Oceania.
-
C.
Chumash people
The Chumash people are a Native American group indigenous to California’s central and southern coastal regions, renowned for their complex maritime culture, plank canoes (tomols), and rich artistic and spiritual traditions.
-
D.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
E.
Hlubi people
The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
- 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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1ed94a08190a172a426c2123f36 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1faa33148190a3ad6ece7432b81f |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af20aafd008190ad9fee7c154f8597 |
completed | March 9, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af2193102c81908f5fe1c899cc1a85 |
completed | March 9, 2026, 7:37 p.m. |
Created at: March 6, 2026, 9:46 p.m.