Triple
T15945058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamer |
E386662
|
entity |
| Predicate | hasDomain |
P1248
|
FINISHED |
| Object |
Hamer culture
Hamer culture is the traditional way of life, customs, and social practices of the Hamer people of southwestern Ethiopia, known for their distinctive body adornment, cattle-centered economy, and elaborate initiation rituals.
|
E1187430
|
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 culture | Statement: [Hamer, hasDomain, Hamer culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamer culture Context triple: [Hamer, hasDomain, Hamer culture]
-
A.
Pit Grave culture
The Pit Grave culture, better known as the Yamnaya culture, was a late Copper Age–early Bronze Age pastoralist society of the Pontic–Caspian steppe often linked to the spread of Indo-European languages across Eurasia.
-
B.
Thule culture
The Thule culture was a prehistoric Inuit society that spread across Arctic North America, known as the ancestors of modern Inuit and for their advanced sea-hunting technology and adaptation to polar environments.
-
C.
Gerzean culture
Gerzean culture refers to the Naqada II phase of Predynastic Egypt, marked by advances in social complexity, long-distance trade, and distinctive pottery and art that paved the way for the formation of the early Egyptian state.
-
D.
Timber-grave culture
The Timber-grave culture was a Late Bronze Age archaeological culture of the Eurasian steppe, known for its timber-lined burial pits and its role in the spread of Indo-Iranian-speaking pastoralist groups.
-
E.
Badarian culture
Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
- 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 culture Triple: [Hamer, hasDomain, Hamer culture]
Generated description
Hamer culture is the traditional way of life, customs, and social practices of the Hamer people of southwestern Ethiopia, known for their distinctive body adornment, cattle-centered economy, and elaborate initiation rituals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamer culture Target entity description: Hamer culture is the traditional way of life, customs, and social practices of the Hamer people of southwestern Ethiopia, known for their distinctive body adornment, cattle-centered economy, and elaborate initiation rituals.
-
A.
Pit Grave culture
The Pit Grave culture, better known as the Yamnaya culture, was a late Copper Age–early Bronze Age pastoralist society of the Pontic–Caspian steppe often linked to the spread of Indo-European languages across Eurasia.
-
B.
Thule culture
The Thule culture was a prehistoric Inuit society that spread across Arctic North America, known as the ancestors of modern Inuit and for their advanced sea-hunting technology and adaptation to polar environments.
-
C.
Gerzean culture
Gerzean culture refers to the Naqada II phase of Predynastic Egypt, marked by advances in social complexity, long-distance trade, and distinctive pottery and art that paved the way for the formation of the early Egyptian state.
-
D.
Timber-grave culture
The Timber-grave culture was a Late Bronze Age archaeological culture of the Eurasian steppe, known for its timber-lined burial pits and its role in the spread of Indo-Iranian-speaking pastoralist groups.
-
E.
Badarian culture
Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
- 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_69ffc3bfe72c819095f40a255bcd7ad5 |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc43121b08190a7a471dcb13cc133 |
completed | May 9, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4cea4108190927b107fc24df597 |
completed | May 9, 2026, 11:35 p.m. |
Created at: April 10, 2026, 4:53 a.m.