Triple
T15945021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamer |
E386662
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Hamer people
The Hamer people are an agro-pastoralist ethnic group of southwestern Ethiopia, known for their distinctive body adornment, elaborate hairstyles, and the bull-jumping initiation ceremony.
|
E1185225
|
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: Hamer people | Statement: [Hamer, spokenBy, Hamer people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamer people Context triple: [Hamer, spokenBy, Hamer people]
-
A.
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.
-
B.
Abaknon people
The Abaknon people are an indigenous ethnic group of the Philippines, primarily inhabiting Capul Island in Northern Samar and known for their distinct non-Bisayan culture and language.
-
C.
Horites
The Horites were an ancient people mentioned in the Hebrew Bible, traditionally associated with the region of Edom and known as early inhabitants of the mountainous area later called Seir.
-
D.
Itawes people
The Itawes people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Itawes language and riverine agricultural traditions along the Cagayan River.
-
E.
Bamun people
The Bamun people are a Central African ethnic group primarily from western Cameroon, known for their historic kingdom, distinctive art and architecture, and the creation of the Bamum script under Sultan Ibrahim Njoya.
- 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: Hamer people Triple: [Hamer, spokenBy, Hamer people]
Generated description
The Hamer people are an agro-pastoralist ethnic group of southwestern Ethiopia, known for their distinctive body adornment, elaborate hairstyles, and the bull-jumping initiation ceremony.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamer people Target entity description: The Hamer people are an agro-pastoralist ethnic group of southwestern Ethiopia, known for their distinctive body adornment, elaborate hairstyles, and the bull-jumping initiation ceremony.
-
A.
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.
-
B.
Abaknon people
The Abaknon people are an indigenous ethnic group of the Philippines, primarily inhabiting Capul Island in Northern Samar and known for their distinct non-Bisayan culture and language.
-
C.
Horites
The Horites were an ancient people mentioned in the Hebrew Bible, traditionally associated with the region of Edom and known as early inhabitants of the mountainous area later called Seir.
-
D.
Itawes people
The Itawes people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Itawes language and riverine agricultural traditions along the Cagayan River.
-
E.
Bamun people
The Bamun people are a Central African ethnic group primarily from western Cameroon, known for their historic kingdom, distinctive art and architecture, and the creation of the Bamum script under Sultan Ibrahim Njoya.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d0d55c8190af59ff169e8add78 |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5beabbc8190977f14c1b3ccdf29 |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb677927c8190bd45e7bae5fcf1ed |
completed | May 9, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb7468fb88190a56cf1df5bd20f63 |
completed | May 9, 2026, 10:37 p.m. |
Created at: April 10, 2026, 4:53 a.m.