Triple
T16312831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hughenden |
E396099
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Hughenden Hospital
Hughenden Hospital is a small rural healthcare facility serving the medical needs of the Hughenden community and surrounding areas in Queensland, Australia.
|
E1206395
|
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: Hughenden Hospital | Statement: [Hughenden, hasHospital, Hughenden Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hughenden Hospital Context triple: [Hughenden, hasHospital, Hughenden Hospital]
-
A.
Fulbourn Hospital
Fulbourn Hospital is a psychiatric hospital near Cambridge, England, providing mental health services and care.
-
B.
Orsett Hospital
Orsett Hospital is a community hospital in Orsett, Essex, England, providing local healthcare services and outpatient facilities.
-
C.
Orpington Hospital
Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
-
D.
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.
-
E.
Brompton Hospital
Brompton Hospital, formally the Royal Brompton Hospital, is a leading specialist heart and lung hospital in London, renowned for its cardiothoracic care and research.
- 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: Hughenden Hospital Triple: [Hughenden, hasHospital, Hughenden Hospital]
Generated description
Hughenden Hospital is a small rural healthcare facility serving the medical needs of the Hughenden community and surrounding areas in Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hughenden Hospital Target entity description: Hughenden Hospital is a small rural healthcare facility serving the medical needs of the Hughenden community and surrounding areas in Queensland, Australia.
-
A.
Fulbourn Hospital
Fulbourn Hospital is a psychiatric hospital near Cambridge, England, providing mental health services and care.
-
B.
Orsett Hospital
Orsett Hospital is a community hospital in Orsett, Essex, England, providing local healthcare services and outpatient facilities.
-
C.
Orpington Hospital
Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
-
D.
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.
-
E.
Brompton Hospital
Brompton Hospital, formally the Royal Brompton Hospital, is a leading specialist heart and lung hospital in London, renowned for its cardiothoracic care and research.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa6ceb48190b937a15b94fd3cfa |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a00219696dc8190bcce66c1eeb07561 |
completed | May 10, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.