Triple
T15899173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omo River |
E385538
|
entity |
| Predicate | associatedEthnicGroup |
P194
|
FINISHED |
| Object |
Hamar people
The Hamar people are an agro-pastoralist ethnic group of southwestern Ethiopia known for their distinctive body adornment, elaborate hairstyles, and ceremonial bull-jumping initiation rites.
|
E1183143
|
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: Hamar people | Statement: [Omo River, associatedEthnicGroup, Hamar people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamar people Context triple: [Omo River, associatedEthnicGroup, Hamar people]
-
A.
Ghomara people
The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
-
B.
Isneg people
The Isneg people are an indigenous ethnic group of the northern Philippines known for their riverine settlements, rice terrace farming, and rich oral traditions in the Cordillera region of Luzon.
-
C.
Harauti people
The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
-
D.
Mahri people
The Mahri people are an indigenous ethnic group of southern Arabia known for their distinct Mahri language, a Modern South Arabian tongue, and their traditional pastoral and coastal livelihoods.
-
E.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
- 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: Hamar people Triple: [Omo River, associatedEthnicGroup, Hamar people]
Generated description
The Hamar people are an agro-pastoralist ethnic group of southwestern Ethiopia known for their distinctive body adornment, elaborate hairstyles, and ceremonial bull-jumping initiation rites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamar people Target entity description: The Hamar people are an agro-pastoralist ethnic group of southwestern Ethiopia known for their distinctive body adornment, elaborate hairstyles, and ceremonial bull-jumping initiation rites.
-
A.
Ghomara people
The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
-
B.
Isneg people
The Isneg people are an indigenous ethnic group of the northern Philippines known for their riverine settlements, rice terrace farming, and rich oral traditions in the Cordillera region of Luzon.
-
C.
Harauti people
The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
-
D.
Mahri people
The Mahri people are an indigenous ethnic group of southern Arabia known for their distinct Mahri language, a Modern South Arabian tongue, and their traditional pastoral and coastal livelihoods.
-
E.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563bd0688190b6f7a695be0a4625 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb04d4d1c819091d9b3357ca0deca |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb190ae4881909ac299dfa6e7d9b6 |
completed | May 9, 2026, 10:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb25747148190bc96cf19acf85e29 |
completed | May 9, 2026, 10:16 p.m. |
Created at: April 10, 2026, 4:51 a.m.