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.