Triple

T10490106
Position Surface form Disambiguated ID Type / Status
Subject Fur-Amdang E247393 entity
Predicate hasSubgroup P747 FINISHED
Object Amdang
Amdang is an ethnic group primarily found in eastern Chad and western Sudan, known for speaking the Amdang (Biltine) language, a member of the Nilo-Saharan family.
 E869037 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: Amdang | Statement: [Fur-Amdang, hasSubgroup, Amdang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amdang
Context triple: [Fur-Amdang, hasSubgroup, Amdang]
  • A. Taebong
    Taebong was a short-lived Korean kingdom of the early 10th century that emerged during the Later Three Kingdoms period before being absorbed by Goryeo.
  • B. Nakchhong
    Nakchhong is a traditional ritual specialist and religious officiant within the Kirat Mundhum indigenous belief system.
  • C. Daegok-ri
    Daegok-ri is a locality in Ulsan, South Korea, best known as the site of the prehistoric Bangudae Petroglyphs.
  • D. Miryang
    Miryang is a city in South Gyeongsang Province, South Korea, known for its scenic river valley setting, historical sites, and role as a regional transport and educational hub.
  • E. Kumgangsan
    Kumgangsan, also known as Mount Kumgang or the Diamond Mountain, is a famed scenic mountain in southeastern North Korea renowned for its dramatic granite peaks, clear streams, and cultural significance in Korean art and history.
  • 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: Amdang
Triple: [Fur-Amdang, hasSubgroup, Amdang]
Generated description
Amdang is an ethnic group primarily found in eastern Chad and western Sudan, known for speaking the Amdang (Biltine) language, a member of the Nilo-Saharan family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amdang
Target entity description: Amdang is an ethnic group primarily found in eastern Chad and western Sudan, known for speaking the Amdang (Biltine) language, a member of the Nilo-Saharan family.
  • A. Taebong
    Taebong was a short-lived Korean kingdom of the early 10th century that emerged during the Later Three Kingdoms period before being absorbed by Goryeo.
  • B. Nakchhong
    Nakchhong is a traditional ritual specialist and religious officiant within the Kirat Mundhum indigenous belief system.
  • C. Daegok-ri
    Daegok-ri is a locality in Ulsan, South Korea, best known as the site of the prehistoric Bangudae Petroglyphs.
  • D. Miryang
    Miryang is a city in South Gyeongsang Province, South Korea, known for its scenic river valley setting, historical sites, and role as a regional transport and educational hub.
  • E. Kumgangsan
    Kumgangsan, also known as Mount Kumgang or the Diamond Mountain, is a famed scenic mountain in southeastern North Korea renowned for its dramatic granite peaks, clear streams, and cultural significance in Korean art and history.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097d61e08190952d4354ef1bce52 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90dc44d7881908391487275b845bf completed April 10, 2026, 2:48 p.m.
NEDg Description generation batch_69d9107c75108190994939ab46aa642f completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d9154c922c81909991f87f89c083cd completed April 10, 2026, 3:20 p.m.
Created at: April 6, 2026, 12:23 p.m.