Triple

T16381773
Position Surface form Disambiguated ID Type / Status
Subject Oshakati E397822 entity
Predicate hasHospital P105 FINISHED
Object Oshakati Intermediate Hospital
Oshakati Intermediate Hospital is a major public referral hospital in northern Namibia that provides a wide range of medical and surgical services to the surrounding regions.
 E1209552 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: Oshakati Intermediate Hospital | Statement: [Oshakati, hasHospital, Oshakati Intermediate Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oshakati Intermediate Hospital
Context triple: [Oshakati, hasHospital, Oshakati Intermediate Hospital]
  • A. Masindi Hospital
    Masindi Hospital is a public healthcare facility serving the medical needs of residents in and around Masindi, Uganda.
  • B. Meru Teaching and Referral Hospital
    Meru Teaching and Referral Hospital is a major public healthcare and training institution in Meru, Kenya, providing specialized medical services and clinical education.
  • C. 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.
  • D. Sibu Hospital
    Sibu Hospital is a major public healthcare facility serving as the primary referral and medical center for Sibu and the surrounding regions in Sarawak, Malaysia.
  • E. Kabale Regional Referral Hospital
    Kabale Regional Referral Hospital is a major public hospital in southwestern Uganda that provides specialized and referral medical services to Kabale District and the surrounding region.
  • 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: Oshakati Intermediate Hospital
Triple: [Oshakati, hasHospital, Oshakati Intermediate Hospital]
Generated description
Oshakati Intermediate Hospital is a major public referral hospital in northern Namibia that provides a wide range of medical and surgical services to the surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oshakati Intermediate Hospital
Target entity description: Oshakati Intermediate Hospital is a major public referral hospital in northern Namibia that provides a wide range of medical and surgical services to the surrounding regions.
  • A. Masindi Hospital
    Masindi Hospital is a public healthcare facility serving the medical needs of residents in and around Masindi, Uganda.
  • B. Meru Teaching and Referral Hospital
    Meru Teaching and Referral Hospital is a major public healthcare and training institution in Meru, Kenya, providing specialized medical services and clinical education.
  • C. 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.
  • D. Sibu Hospital
    Sibu Hospital is a major public healthcare facility serving as the primary referral and medical center for Sibu and the surrounding regions in Sarawak, Malaysia.
  • E. Kabale Regional Referral Hospital
    Kabale Regional Referral Hospital is a major public hospital in southwestern Uganda that provides specialized and referral medical services to Kabale District and the surrounding region.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319dd0e0c8190812bde6a2f7d9644 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0035689ef08190ba980a359498ca56 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00363c50848190a6a3d692cbe07cd0 completed May 10, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0036e53f2c81908f04a5e51870040c completed May 10, 2026, 7:42 a.m.
Created at: April 10, 2026, 5:08 a.m.