Triple

T17382852
Position Surface form Disambiguated ID Type / Status
Subject Dir clans E422612 entity
Predicate subClan P121811 FINISHED
Object Biyomaal
Biyomaal is a Somali sub-clan of the larger Dir clan family, historically prominent in southern Somalia.
 E1266445 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: Biyomaal | Statement: [Dir clans, subClan, Biyomaal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Biyomaal
Context triple: [Dir clans, subClan, Biyomaal]
  • A. The RainForest
    The RainForest is a large indoor tropical-themed exhibit at Cleveland Metroparks Zoo that immerses visitors in lush vegetation, diverse rainforest animals, and conservation-focused displays.
  • B. Eremalauda
    Eremalauda is a small genus of larks, a group of ground-dwelling passerine birds adapted to open, often arid habitats.
  • C. Rumbia
    Rumbia is a town in Indonesia’s Southeast Sulawesi province that serves as a local administrative and population center.
  • D. Massim
    Massim is a cultural region of island societies in eastern Papua New Guinea known for intricate woodcarving, shell valuables, and the ceremonial Kula exchange system.
  • E. Vivarais
    Vivarais is a historical region in south-central France, known for its rugged landscapes, part of the broader Massif Central, and its traditional rural culture.
  • 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: Biyomaal
Triple: [Dir clans, subClan, Biyomaal]
Generated description
Biyomaal is a Somali sub-clan of the larger Dir clan family, historically prominent in southern Somalia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Biyomaal
Target entity description: Biyomaal is a Somali sub-clan of the larger Dir clan family, historically prominent in southern Somalia.
  • A. The RainForest
    The RainForest is a large indoor tropical-themed exhibit at Cleveland Metroparks Zoo that immerses visitors in lush vegetation, diverse rainforest animals, and conservation-focused displays.
  • B. Eremalauda
    Eremalauda is a small genus of larks, a group of ground-dwelling passerine birds adapted to open, often arid habitats.
  • C. Rumbia
    Rumbia is a town in Indonesia’s Southeast Sulawesi province that serves as a local administrative and population center.
  • D. Massim
    Massim is a cultural region of island societies in eastern Papua New Guinea known for intricate woodcarving, shell valuables, and the ceremonial Kula exchange system.
  • E. Vivarais
    Vivarais is a historical region in south-central France, known for its rugged landscapes, part of the broader Massif Central, and its traditional rural culture.
  • 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_69d889d6535c81908be333c01deaec4e completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a86d8cc81909281b22f5da87d70 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019ff72ca08190a5ea8a1ba6330728 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a1887d408190baf6d68b17917c09 completed May 11, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a01a2777c188190960046cb7c0b8404 completed May 11, 2026, 9:33 a.m.
Created at: April 10, 2026, 5:45 a.m.