Triple
T6446506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makua group |
E138355
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
|
E596011
|
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: Naharra people | Statement: [Makua group, hasSubgroup, Naharra people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naharra people Context triple: [Makua group, hasSubgroup, Naharra people]
-
A.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
B.
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.
-
C.
Nohur people
The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
-
D.
Kumzari people
The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
-
E.
Tamyen people
The Tamyen people are an Ohlone Native American group indigenous to the Santa Clara Valley region of California, traditionally speaking the Tamyen language and maintaining distinct cultural and spiritual practices tied to the local landscape.
- 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: Naharra people Triple: [Makua group, hasSubgroup, Naharra people]
Generated description
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naharra people Target entity description: The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
-
A.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
B.
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.
-
C.
Nohur people
The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
-
D.
Kumzari people
The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
-
E.
Tamyen people
The Tamyen people are an Ohlone Native American group indigenous to the Santa Clara Valley region of California, traditionally speaking the Tamyen language and maintaining distinct cultural and spiritual practices tied to the local landscape.
- 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_69c008aa61ac8190bc96715ed79fe2d8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0698edeac81909426902471d8a57b |
completed | March 22, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c65392a6c08190b868fab12260d6c2 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6553c17bc81908719ecc7db9e3960 |
completed | March 27, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c655f4ee5c81909620e732b72ee694 |
completed | March 27, 2026, 10:03 a.m. |
Created at: March 22, 2026, 4:46 p.m.