Triple

T10660589
Position Surface form Disambiguated ID Type / Status
Subject Hasnat Khan E251212 entity
Predicate employer P7 FINISHED
Object Malmesbury District Hospital
Malmesbury District Hospital is a healthcare facility in Malmesbury, South Africa, known in part for employing cardiothoracic surgeon Hasnat Khan, who was romantically linked to Princess Diana.
E877474 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: Malmesbury District Hospital | Statement: [Hasnat Khan, employer, Malmesbury District Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malmesbury District Hospital
Context triple: [Hasnat Khan, employer, Malmesbury District Hospital]
  • A. Morriston Hospital
    Morriston Hospital is a major teaching and acute care hospital in Swansea, Wales, providing a wide range of specialist and emergency medical services for the region.
  • B. Kidderminster Hospital
    Kidderminster Hospital is a National Health Service (NHS) hospital serving the town of Kidderminster and the surrounding Worcestershire area in England.
  • C. Salisbury District Hospital
    Salisbury District Hospital is a major National Health Service hospital in Salisbury, England, providing a wide range of acute and specialist medical services to the surrounding region.
  • D. Fulbourn Hospital
    Fulbourn Hospital is a psychiatric hospital near Cambridge, England, providing mental health services and care.
  • E. Hinchingbrooke Hospital
    Hinchingbrooke Hospital is an NHS district general hospital serving Huntingdon and the surrounding area in Cambridgeshire, England.
  • 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: Malmesbury District Hospital
Triple: [Hasnat Khan, employer, Malmesbury District Hospital]
Generated description
Malmesbury District Hospital is a healthcare facility in Malmesbury, South Africa, known in part for employing cardiothoracic surgeon Hasnat Khan, who was romantically linked to Princess Diana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malmesbury District Hospital
Target entity description: Malmesbury District Hospital is a healthcare facility in Malmesbury, South Africa, known in part for employing cardiothoracic surgeon Hasnat Khan, who was romantically linked to Princess Diana.
  • A. Morriston Hospital
    Morriston Hospital is a major teaching and acute care hospital in Swansea, Wales, providing a wide range of specialist and emergency medical services for the region.
  • B. Kidderminster Hospital
    Kidderminster Hospital is a National Health Service (NHS) hospital serving the town of Kidderminster and the surrounding Worcestershire area in England.
  • C. Salisbury District Hospital
    Salisbury District Hospital is a major National Health Service hospital in Salisbury, England, providing a wide range of acute and specialist medical services to the surrounding region.
  • D. Fulbourn Hospital
    Fulbourn Hospital is a psychiatric hospital near Cambridge, England, providing mental health services and care.
  • E. Hinchingbrooke Hospital
    Hinchingbrooke Hospital is an NHS district general hospital serving Huntingdon and the surrounding area in Cambridgeshire, England.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6e017f97c8190b22765a6f1e6719d completed April 8, 2026, 11:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a8cabc88190b430cb08ed0fc515 completed April 10, 2026, 10:32 p.m.
NEDg Description generation batch_69d97cd3eab48190a191f0d8278ef761 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e13913081908dd1fb60fa44db05 completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 9:07 p.m.