Triple
T14497210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blantyre |
E359531
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Queen Elizabeth Central Hospital
Queen Elizabeth Central Hospital is a major public referral and teaching hospital in Malawi, serving as a key center for medical care and training in the southern region.
|
E1103257
|
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: Queen Elizabeth Central Hospital | Statement: [Blantyre, hasHospital, Queen Elizabeth Central Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queen Elizabeth Central Hospital Context triple: [Blantyre, hasHospital, Queen Elizabeth Central Hospital]
-
A.
Queen Elizabeth II Hospital
Queen Elizabeth II Hospital is a district general hospital serving the population of Welwyn Garden City and the surrounding area in Hertfordshire, England.
-
B.
Queen Elizabeth Hospital
Queen Elizabeth Hospital is a major public teaching hospital in Hong Kong affiliated with The Chinese University of Hong Kong’s Faculty of Medicine.
-
C.
Prince of Wales Hospital
Prince of Wales Hospital is a major public teaching hospital in Hong Kong that serves as a key clinical training center for medical students and healthcare professionals.
-
D.
Queen Mary Hospital
Queen Mary Hospital is a major public teaching and acute care hospital in Hong Kong, closely affiliated with the University of Hong Kong’s medical faculty.
-
E.
Tseung Kwan O Hospital
Tseung Kwan O Hospital is a public district general hospital in Hong Kong that serves as a clinical teaching site for the Chinese University of Hong Kong’s Faculty of Medicine.
- 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: Queen Elizabeth Central Hospital Triple: [Blantyre, hasHospital, Queen Elizabeth Central Hospital]
Generated description
Queen Elizabeth Central Hospital is a major public referral and teaching hospital in Malawi, serving as a key center for medical care and training in the southern region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Queen Elizabeth Central Hospital Target entity description: Queen Elizabeth Central Hospital is a major public referral and teaching hospital in Malawi, serving as a key center for medical care and training in the southern region.
-
A.
Queen Elizabeth II Hospital
Queen Elizabeth II Hospital is a district general hospital serving the population of Welwyn Garden City and the surrounding area in Hertfordshire, England.
-
B.
Queen Elizabeth Hospital
Queen Elizabeth Hospital is a major public teaching hospital in Hong Kong affiliated with The Chinese University of Hong Kong’s Faculty of Medicine.
-
C.
Prince of Wales Hospital
Prince of Wales Hospital is a major public teaching hospital in Hong Kong that serves as a key clinical training center for medical students and healthcare professionals.
-
D.
Queen Mary Hospital
Queen Mary Hospital is a major public teaching and acute care hospital in Hong Kong, closely affiliated with the University of Hong Kong’s medical faculty.
-
E.
Tseung Kwan O Hospital
Tseung Kwan O Hospital is a public district general hospital in Hong Kong that serves as a clinical teaching site for the Chinese University of Hong Kong’s Faculty of Medicine.
- 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_69d8279740308190af9df93a3af8592e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9311cc748190880c784f173b7f2b |
completed | April 14, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d9731588190b27a826582e5fc6d |
completed | May 8, 2026, 4:59 a.m. |
| NEDg | Description generation | batch_69fd6f82453481909a3e1b032f30a7a5 |
completed | May 8, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd708521c881909863b7cd3fc4a313 |
completed | May 8, 2026, 5:11 a.m. |
Created at: April 10, 2026, 1:21 a.m.