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.