Triple

T19156942
Position Surface form Disambiguated ID Type / Status
Subject Likati Health Zone E468949 entity
Predicate hasHealthArea P134642 FINISHED
Object Muma health area
Muma health area is a local primary healthcare catchment area within the Likati Health Zone in the Democratic Republic of the Congo.
E468949 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: Muma health area | Statement: [Likati Health Zone, hasHealthArea, Muma health area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muma health area
Context triple: [Likati Health Zone, hasHealthArea, Muma health area]
  • A. Likati Health Zone
    Likati Health Zone is a remote administrative health district in northern Democratic Republic of the Congo, known for being the origin point of a 2017 Ebola virus disease outbreak in Équateur Province.
  • B. Muthaiga area
    Muthaiga area is an affluent residential suburb of Nairobi, Kenya, known for its upscale homes, diplomatic residences, and proximity to key city amenities.
  • C. Nammun area
    Nammun area is a designated development zone within South Korea’s Busan–Jinhae Free Economic Zone, focused on attracting investment and fostering industrial and logistics-related growth.
  • D. Beni Health Zone
    Beni Health Zone is a health administrative area in North Kivu Province of the Democratic Republic of the Congo, known for being heavily affected by recurrent Ebola outbreaks and regional conflict.
  • E. Ruaka area
    Ruaka area is a rapidly growing suburban neighborhood on the outskirts of Nairobi, Kenya, known for its residential developments and proximity to major shopping and business hubs.
  • 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: Muma health area
Triple: [Likati Health Zone, hasHealthArea, Muma health area]
Generated description
Muma health area is a local primary healthcare catchment area within the Likati Health Zone in the Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muma health area
Target entity description: Muma health area is a local primary healthcare catchment area within the Likati Health Zone in the Democratic Republic of the Congo.
  • A. Likati Health Zone chosen
    Likati Health Zone is a remote administrative health district in northern Democratic Republic of the Congo, known for being the origin point of a 2017 Ebola virus disease outbreak in Équateur Province.
  • B. Muthaiga area
    Muthaiga area is an affluent residential suburb of Nairobi, Kenya, known for its upscale homes, diplomatic residences, and proximity to key city amenities.
  • C. Nammun area
    Nammun area is a designated development zone within South Korea’s Busan–Jinhae Free Economic Zone, focused on attracting investment and fostering industrial and logistics-related growth.
  • D. Beni Health Zone
    Beni Health Zone is a health administrative area in North Kivu Province of the Democratic Republic of the Congo, known for being heavily affected by recurrent Ebola outbreaks and regional conflict.
  • E. Ruaka area
    Ruaka area is a rapidly growing suburban neighborhood on the outskirts of Nairobi, Kenya, known for its residential developments and proximity to major shopping and business hubs.
  • F. None of above.

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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5eeb9cf9081908b17073755e83554 completed April 20, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f258c5a0819084921b6e44bf1b34 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f41269748190b6fa6301d8eb4f4f completed May 15, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4da6b04819084dab89e9b3c5d3e completed May 15, 2026, 10:26 a.m.
Created at: April 10, 2026, 12:06 p.m.