Triple

T16339632
Position Surface form Disambiguated ID Type / Status
Subject Chama Cha Mapinduzi E396762 entity
Predicate secretaryGeneral P537 FINISHED
Object Daniel Chongolo
Daniel Chongolo is a Tanzanian politician who has served as the secretary general of the ruling Chama Cha Mapinduzi (CCM) party.
 E1208032 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: Daniel Chongolo | Statement: [Chama Cha Mapinduzi, secretaryGeneral, Daniel Chongolo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daniel Chongolo
Context triple: [Chama Cha Mapinduzi, secretaryGeneral, Daniel Chongolo]
  • A. David Ndesandjo
    David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
  • B. Patrick Chamusso
    Patrick Chamusso is a South African oil refinery worker who becomes a reluctant anti-apartheid freedom fighter, as portrayed in the political thriller film "Catch a Fire."
  • C. Raymond Ndong Sima
    Raymond Ndong Sima is a Gabonese politician who has served as prime minister and played a prominent role in the country’s national governance.
  • D. Martin Kabanza
    Martin Kabanza is an actor best known for his role in the biographical drama film "Queen of Katwe."
  • E. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • 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: Daniel Chongolo
Triple: [Chama Cha Mapinduzi, secretaryGeneral, Daniel Chongolo]
Generated description
Daniel Chongolo is a Tanzanian politician who has served as the secretary general of the ruling Chama Cha Mapinduzi (CCM) party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daniel Chongolo
Target entity description: Daniel Chongolo is a Tanzanian politician who has served as the secretary general of the ruling Chama Cha Mapinduzi (CCM) party.
  • A. David Ndesandjo
    David Ndesandjo is a Chinese-based American businessman, musician, and author best known as a half-brother of former U.S. President Barack Obama.
  • B. Patrick Chamusso
    Patrick Chamusso is a South African oil refinery worker who becomes a reluctant anti-apartheid freedom fighter, as portrayed in the political thriller film "Catch a Fire."
  • C. Raymond Ndong Sima
    Raymond Ndong Sima is a Gabonese politician who has served as prime minister and played a prominent role in the country’s national governance.
  • D. Martin Kabanza
    Martin Kabanza is an actor best known for his role in the biographical drama film "Queen of Katwe."
  • E. Joseph Ngwenya
    Joseph Ngwenya is a Zimbabwean former professional footballer best known as a forward in Major League Soccer, including scoring for the Houston Dynamo in the 2007 MLS Cup final.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2da08fbc88190a31127d10ca633d6 completed April 18, 2026, 1:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dadcaa48190865cec201cde47e3 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002e8094e08190b168d6ae5e9de604 completed May 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_6a002f4c23e481909bf11d7329e0bd6f completed May 10, 2026, 7:10 a.m.
Created at: April 10, 2026, 5:07 a.m.