Triple

T15978267
Position Surface form Disambiguated ID Type / Status
Subject Nuba peoples E387505 entity
Predicate hasSubgroup P747 FINISHED
Object Ama people
The Ama people are an ethnic subgroup of the Nuba peoples of Sudan, known for their distinct language, cultural traditions, and residence in the Nuba Mountains region.
E1266933 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: Ama people | Statement: [Nuba peoples, hasSubgroup, Ama people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ama people
Context triple: [Nuba peoples, hasSubgroup, Ama people]
  • A. Ama people
    The Ama people are an ethnic group in China’s Tibet–Qinghai region known for speaking a variety of the Nyima languages, which belong to the Sino-Tibetan language family.
  • B. Ibibio people
    The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
  • C. Egba people
    The Egba people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful kingdom and rich cultural heritage centered around the city of Abeokuta.
  • D. Ilaje people
    The Ilaje people are a coastal Yoruba subgroup in southwestern Nigeria, traditionally known for fishing, seafaring, and riverine trade along the Atlantic coastline.
  • E. Ukwuani people
    The Ukwuani people are a distinct Igbo-speaking ethnic group of southern Nigeria, primarily known for their unique dialect, cultural traditions, and presence in parts of Delta 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: Ama people
Triple: [Nuba peoples, hasSubgroup, Ama people]
Generated description
The Ama people are an ethnic subgroup of the Nuba peoples of Sudan, known for their distinct language, cultural traditions, and residence in the Nuba Mountains region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ama people
Target entity description: The Ama people are an ethnic subgroup of the Nuba peoples of Sudan, known for their distinct language, cultural traditions, and residence in the Nuba Mountains region.
  • A. Ama people
    The Ama people are an ethnic group in China’s Tibet–Qinghai region known for speaking a variety of the Nyima languages, which belong to the Sino-Tibetan language family.
  • B. Ibibio people
    The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
  • C. Egba people
    The Egba people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful kingdom and rich cultural heritage centered around the city of Abeokuta.
  • D. Ilaje people
    The Ilaje people are a coastal Yoruba subgroup in southwestern Nigeria, traditionally known for fishing, seafaring, and riverine trade along the Atlantic coastline.
  • E. Ukwuani people
    The Ukwuani people are a distinct Igbo-speaking ethnic group of southern Nigeria, primarily known for their unique dialect, cultural traditions, and presence in parts of Delta 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157521f6c8190a54023b5ee6fc033 completed April 16, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7dc75ec8190ac3072f9d1b10ac7 completed May 11, 2026, 9:56 a.m.
NEDg Description generation batch_6a01a8b82bc88190826a9a9bf21d0da6 completed May 11, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_6a01a92899bc8190823c3aa6d6a8e13f completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 4:54 a.m.