Triple

T15876579
Position Surface form Disambiguated ID Type / Status
Subject Serahule Muslims E384966 entity
Predicate ethnicGroup P194 FINISHED
Object Serahule people
The Serahule people, also known as the Soninke, are a West African ethnic group historically renowned as early empire builders and long-distance traders, many of whom are Muslim today.
E1279892 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: Serahule people | Statement: [Serahule Muslims, ethnicGroup, Serahule people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serahule people
Context triple: [Serahule Muslims, ethnicGroup, Serahule people]
  • A. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • B. 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.
  • C. Selitar people
    The Selitar people are an indigenous Orang Laut (sea nomad) community traditionally living along the coastal and mangrove areas of southern Johor, Malaysia and nearby Singapore, known for their maritime subsistence lifestyle and distinct language and culture.
  • D. Sangisari people
    The Sangisari people are an ethnic group from northern Iran, traditionally inhabiting rural areas of Mazandaran and Semnan provinces with a distinct cultural and linguistic heritage.
  • E. Dangadi people
    The Dangadi people, also known as the Dunghutti, are an Aboriginal Australian group traditionally associated with the mid-north coast region of New South Wales.
  • 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: Serahule people
Triple: [Serahule Muslims, ethnicGroup, Serahule people]
Generated description
The Serahule people, also known as the Soninke, are a West African ethnic group historically renowned as early empire builders and long-distance traders, many of whom are Muslim today.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serahule people
Target entity description: The Serahule people, also known as the Soninke, are a West African ethnic group historically renowned as early empire builders and long-distance traders, many of whom are Muslim today.
  • A. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • B. 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.
  • C. Selitar people
    The Selitar people are an indigenous Orang Laut (sea nomad) community traditionally living along the coastal and mangrove areas of southern Johor, Malaysia and nearby Singapore, known for their maritime subsistence lifestyle and distinct language and culture.
  • D. Sangisari people
    The Sangisari people are an ethnic group from northern Iran, traditionally inhabiting rural areas of Mazandaran and Semnan provinces with a distinct cultural and linguistic heritage.
  • E. Dangadi people
    The Dangadi people, also known as the Dunghutti, are an Aboriginal Australian group traditionally associated with the mid-north coast region of New South Wales.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e155fdc1b881909d1c82c4c66a195a completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a020a7c08288190bbaabd03dffa0ab8 completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020b81c0e88190af61ea1a3b89fe8a completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020cc2de908190ae82be94c0d9c1a0 completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 4:51 a.m.