Triple
T2291324
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taman languages |
E51509
|
entity |
| Predicate | hasEthnicity |
P194
|
FINISHED |
| Object |
Tama people
The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
|
E254193
|
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: Tama people | Statement: [Taman languages, hasEthnicity, Tama people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tama people Context triple: [Taman languages, hasEthnicity, Tama people]
-
A.
Nasioi people
The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
-
B.
Pomo people
The Pomo people are a Native American group indigenous to what is now northern California, known for their complex social organization and highly skilled basketry traditions.
-
C.
Awabakal people
The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
-
D.
Worimi people
The Worimi people are an Aboriginal Australian group whose traditional lands encompass parts of the New South Wales mid-north coast, including areas around present-day Port Stephens and the lower Hunter region.
-
E.
Makah people
The Makah people are a Native American tribe of the Pacific Northwest Coast known for their maritime culture, whaling traditions, and residence in the Neah Bay area of Washington State.
- 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: Tama people Triple: [Taman languages, hasEthnicity, Tama people]
Generated description
The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tama people Target entity description: The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
-
A.
Nasioi people
The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
-
B.
Pomo people
The Pomo people are a Native American group indigenous to what is now northern California, known for their complex social organization and highly skilled basketry traditions.
-
C.
Awabakal people
The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
-
D.
Worimi people
The Worimi people are an Aboriginal Australian group whose traditional lands encompass parts of the New South Wales mid-north coast, including areas around present-day Port Stephens and the lower Hunter region.
-
E.
Makah people
The Makah people are a Native American tribe of the Pacific Northwest Coast known for their maritime culture, whaling traditions, and residence in the Neah Bay area of Washington State.
- 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5b3d4988190bceb3dffa9734f4b |
completed | March 7, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f210bb881909086b86b2c3017a7 |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae8018c2e88190aaacaad9adc442cf |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae806fd8008190bfd6c6bcd1d0ddbd |
completed | March 9, 2026, 8:10 a.m. |
Created at: March 4, 2026, 7:48 p.m.