Triple
T11810497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tunica-Biloxi |
E280858
|
entity |
| Predicate | peopleIncludes |
P17131
|
FINISHED |
| Object |
Ofo people
The Ofo people are a Native American tribe originally from the lower Mississippi Valley, later associated with the Tunica-Biloxi, known historically for their Siouan language and complex trade networks.
|
E947480
|
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: Ofo people | Statement: [Tunica-Biloxi, peopleIncludes, Ofo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ofo people Context triple: [Tunica-Biloxi, peopleIncludes, Ofo people]
-
A.
Tafi people
The Tafi people are an ethnic group in Ghana known for their distinct cultural traditions and use of the Tafi language.
-
B.
Umo people
The Umo people are an ethnic group belonging to the Vietic branch of the Austroasiatic language family, traditionally inhabiting parts of mainland Southeast Asia and maintaining distinct linguistic and cultural practices.
-
C.
Hoanya people
The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
-
D.
Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
-
E.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
- 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: Ofo people Triple: [Tunica-Biloxi, peopleIncludes, Ofo people]
Generated description
The Ofo people are a Native American tribe originally from the lower Mississippi Valley, later associated with the Tunica-Biloxi, known historically for their Siouan language and complex trade networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ofo people Target entity description: The Ofo people are a Native American tribe originally from the lower Mississippi Valley, later associated with the Tunica-Biloxi, known historically for their Siouan language and complex trade networks.
-
A.
Tafi people
The Tafi people are an ethnic group in Ghana known for their distinct cultural traditions and use of the Tafi language.
-
B.
Umo people
The Umo people are an ethnic group belonging to the Vietic branch of the Austroasiatic language family, traditionally inhabiting parts of mainland Southeast Asia and maintaining distinct linguistic and cultural practices.
-
C.
Hoanya people
The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
-
D.
Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
-
E.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f13188b89c819095ba5d27de7ebbb2 |
completed | April 28, 2026, 10:15 p.m. |
| NEDg | Description generation | batch_69f141b31c9081908f19ff870f5f3c33 |
completed | April 28, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f14fdb39d48190828668fc535d7f6a |
completed | April 29, 2026, 12:24 a.m. |
Created at: April 8, 2026, 9:42 p.m.