Triple
T11507491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mzuzu |
E272822
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Mzuzu Central Hospital
Mzuzu Central Hospital is a major public referral and teaching hospital serving the northern region of Malawi from the city of Mzuzu.
|
E929880
|
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: Mzuzu Central Hospital | Statement: [Mzuzu, hasFacility, Mzuzu Central Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mzuzu Central Hospital Context triple: [Mzuzu, hasFacility, Mzuzu Central Hospital]
-
A.
Chinhoyi Provincial Hospital
Chinhoyi Provincial Hospital is a major public healthcare facility serving as the primary referral and treatment center for Chinhoyi and the surrounding region in Zimbabwe.
-
B.
Mabalako General Reference Hospital
Mabalako General Reference Hospital is a key referral hospital in the Mabalako Health Zone of the Democratic Republic of the Congo, known for serving as a major treatment center during Ebola outbreaks.
-
C.
Dr George Mukhari Academic Hospital
Dr George Mukhari Academic Hospital is a major public teaching and referral hospital in South Africa that provides specialized medical services and clinical training in partnership with a medical university.
-
D.
Nelson Mandela Academic Hospital
Nelson Mandela Academic Hospital is a major tertiary teaching and referral hospital in Mthatha, South Africa, named in honor of former President Nelson Mandela.
-
E.
Tungaru Central Hospital
Tungaru Central Hospital is the main referral and largest public hospital in Kiribati, providing comprehensive medical services to the population of South Tarawa and the outer islands.
- 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: Mzuzu Central Hospital Triple: [Mzuzu, hasFacility, Mzuzu Central Hospital]
Generated description
Mzuzu Central Hospital is a major public referral and teaching hospital serving the northern region of Malawi from the city of Mzuzu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mzuzu Central Hospital Target entity description: Mzuzu Central Hospital is a major public referral and teaching hospital serving the northern region of Malawi from the city of Mzuzu.
-
A.
Chinhoyi Provincial Hospital
Chinhoyi Provincial Hospital is a major public healthcare facility serving as the primary referral and treatment center for Chinhoyi and the surrounding region in Zimbabwe.
-
B.
Mabalako General Reference Hospital
Mabalako General Reference Hospital is a key referral hospital in the Mabalako Health Zone of the Democratic Republic of the Congo, known for serving as a major treatment center during Ebola outbreaks.
-
C.
Dr George Mukhari Academic Hospital
Dr George Mukhari Academic Hospital is a major public teaching and referral hospital in South Africa that provides specialized medical services and clinical training in partnership with a medical university.
-
D.
Nelson Mandela Academic Hospital
Nelson Mandela Academic Hospital is a major tertiary teaching and referral hospital in Mthatha, South Africa, named in honor of former President Nelson Mandela.
-
E.
Tungaru Central Hospital
Tungaru Central Hospital is the main referral and largest public hospital in Kiribati, providing comprehensive medical services to the population of South Tarawa and the outer islands.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d86db43a648190be859bec2fe9f43b |
completed | April 10, 2026, 3:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e624f5c9608190bde28a59860b3c93 |
completed | April 20, 2026, 1:07 p.m. |
| NEDg | Description generation | batch_69e62cf224f881908badcdab6aea1aef |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e663ffedfc8190a2b51995c62d1e6b |
completed | April 20, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:36 p.m.