Triple
T4903666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Monroeville |
E109862
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Forbes Hospital
Forbes Hospital is a regional acute-care medical center serving the Monroeville, Pennsylvania area with a range of inpatient and outpatient healthcare services.
|
E478752
|
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: Forbes Hospital | Statement: [Monroeville, hasFacility, Forbes Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forbes Hospital Context triple: [Monroeville, hasFacility, Forbes Hospital]
-
A.
William Harvey Hospital
William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
-
B.
St John’s Hospital
St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
-
C.
Anna Jaques Hospital
Anna Jaques Hospital is a community hospital in Massachusetts providing a range of medical and surgical services to residents of the North Shore region.
-
D.
Ashford Hospital
Ashford Hospital is a healthcare facility located in Ashford, Surrey, providing medical and surgical services to the local community.
-
E.
Oberon Hospital
Oberon Hospital is a local healthcare facility serving the medical needs of the Oberon community and 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: Forbes Hospital Triple: [Monroeville, hasFacility, Forbes Hospital]
Generated description
Forbes Hospital is a regional acute-care medical center serving the Monroeville, Pennsylvania area with a range of inpatient and outpatient healthcare services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forbes Hospital Target entity description: Forbes Hospital is a regional acute-care medical center serving the Monroeville, Pennsylvania area with a range of inpatient and outpatient healthcare services.
-
A.
William Harvey Hospital
William Harvey Hospital is a major National Health Service district general hospital serving Ashford and the surrounding areas in Kent, England.
-
B.
St John’s Hospital
St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
-
C.
Anna Jaques Hospital
Anna Jaques Hospital is a community hospital in Massachusetts providing a range of medical and surgical services to residents of the North Shore region.
-
D.
Ashford Hospital
Ashford Hospital is a healthcare facility located in Ashford, Surrey, providing medical and surgical services to the local community.
-
E.
Oberon Hospital
Oberon Hospital is a local healthcare facility serving the medical needs of the Oberon community and 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_69bd441180708190ba42ffb44fea533a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e6fdeac81909092f51ae40ad20e |
completed | March 20, 2026, 3:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fd6ce008190ae7897bc58a2e786 |
completed | March 21, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_69be70752384819088ce3b6d00dd166a |
completed | March 21, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7126d1648190b3b0aa89891f02df |
completed | March 21, 2026, 10:21 a.m. |
Created at: March 20, 2026, 1:29 p.m.