Triple

T20995539
Position Surface form Disambiguated ID Type / Status
Subject Jonas Gwangwa E517138 entity
Predicate familyName P18 FINISHED
Object Gwangwa
Gwangwa is a South African surname most prominently associated with Jonas Gwangwa, the renowned jazz trombonist, composer, and anti-apartheid cultural figure.
 E1494863 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: Gwangwa | Statement: [Jonas Gwangwa, familyName, Gwangwa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gwangwa
Context triple: [Jonas Gwangwa, familyName, Gwangwa]
  • A. Kwangde
    Kwangde is a prominent Himalayan mountain massif in Nepal’s Khumbu region, known for its steep faces and challenging climbing routes.
  • B. Gwangalli
    Gwangalli is a coastal neighborhood in Busan, South Korea, best known for its sandy beach, vibrant nightlife, and scenic views of the nearby Gwangan Bridge.
  • C. Gongjin
    Gongjin is the courtesy name of Zhou Yu, a renowned Eastern Han dynasty military general and strategist best known for his role in the Battle of Red Cliffs.
  • D. Koung-Khi
    Koung-Khi is an administrative department located in the West Region of Cameroon.
  • E. Minyong
    Minyong is a subgroup of the Adi people, an indigenous community of Arunachal Pradesh in Northeast India known for its distinct language and cultural traditions.
  • 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: Gwangwa
Triple: [Jonas Gwangwa, familyName, Gwangwa]
Generated description
Gwangwa is a South African surname most prominently associated with Jonas Gwangwa, the renowned jazz trombonist, composer, and anti-apartheid cultural figure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gwangwa
Target entity description: Gwangwa is a South African surname most prominently associated with Jonas Gwangwa, the renowned jazz trombonist, composer, and anti-apartheid cultural figure.
  • A. Kwangde
    Kwangde is a prominent Himalayan mountain massif in Nepal’s Khumbu region, known for its steep faces and challenging climbing routes.
  • B. Gwangalli
    Gwangalli is a coastal neighborhood in Busan, South Korea, best known for its sandy beach, vibrant nightlife, and scenic views of the nearby Gwangan Bridge.
  • C. Gongjin
    Gongjin is the courtesy name of Zhou Yu, a renowned Eastern Han dynasty military general and strategist best known for his role in the Battle of Red Cliffs.
  • D. Koung-Khi
    Koung-Khi is an administrative department located in the West Region of Cameroon.
  • E. Minyong
    Minyong is a subgroup of the Adi people, an indigenous community of Arunachal Pradesh in Northeast India known for its distinct language and cultural traditions.
  • 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_69e0b5006e2881909fc2383f841740cc completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc1fd5d48190a56981cee95ebd69 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a157ccb548190a22bcb407cb5e5c5 completed May 17, 2026, 7:22 p.m.
NEDg Description generation batch_6a0a1626bd188190adf00ffed25df26c completed May 17, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0a16c70cfc81908125358316e2a89a completed May 17, 2026, 7:28 p.m.
Created at: April 16, 2026, 1:50 p.m.