Triple

T8710049
Position Surface form Disambiguated ID Type / Status
Subject Benadiri Somali E206750 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Benadiri people
The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
E800308 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: Benadiri people | Statement: [Benadiri Somali, associatedWithEthnicGroup, Benadiri people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benadiri people
Context triple: [Benadiri Somali, associatedWithEthnicGroup, Benadiri people]
  • A. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • B. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • C. Bura people
    The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
  • D. 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.
  • E. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • 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: Benadiri people
Triple: [Benadiri Somali, associatedWithEthnicGroup, Benadiri people]
Generated description
The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benadiri people
Target entity description: The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
  • A. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • B. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • C. Bura people
    The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
  • D. 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.
  • E. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5c3034708190b895eaf890d62198 completed March 31, 2026, 11:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d121cb33188190b5b70020a041c18f completed April 4, 2026, 2:35 p.m.
NEDg Description generation batch_69d1231adb4481908fac11cae099d0de completed April 4, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69d123fcc8f48190838abd08a4af0a63 completed April 4, 2026, 2:45 p.m.
Created at: March 30, 2026, 6:35 p.m.