Triple
T16592092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gardner, Massachusetts |
E403112
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Heywood Hospital
Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
|
E1222517
|
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: Heywood Hospital | Statement: [Gardner, Massachusetts, hasHospital, Heywood Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heywood Hospital Context triple: [Gardner, Massachusetts, hasHospital, Heywood Hospital]
-
A.
Balmain Hospital
Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
-
B.
Princess Alexandra Hospital
Princess Alexandra Hospital is a major NHS district general hospital serving Harlow and the surrounding areas of Essex in England.
-
C.
Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
-
D.
Daisy Hill Hospital
Daisy Hill Hospital is a major acute care facility in Newry, Northern Ireland, providing a range of hospital services to the surrounding region.
-
E.
Moorabbin Hospital
Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
- 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: Heywood Hospital Triple: [Gardner, Massachusetts, hasHospital, Heywood Hospital]
Generated description
Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heywood Hospital Target entity description: Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
-
A.
Balmain Hospital
Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
-
B.
Princess Alexandra Hospital
Princess Alexandra Hospital is a major NHS district general hospital serving Harlow and the surrounding areas of Essex in England.
-
C.
Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
-
D.
Daisy Hill Hospital
Daisy Hill Hospital is a major acute care facility in Newry, Northern Ireland, providing a range of hospital services to the surrounding region.
-
E.
Moorabbin Hospital
Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e359a123e8819095cd73cd848a3345 |
completed | April 18, 2026, 10:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759b9e5081909815d2cd00d44490 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007680bc7c81908c81ad690035ed47 |
completed | May 10, 2026, 12:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007728680c819082a3bd7e84edb2b0 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:16 a.m.