Triple
T9975766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lawrenceville, Georgia |
E196322
|
entity |
| Predicate | hasHealthcareFacility |
P12416
|
FINISHED |
| Object |
Northside Hospital Gwinnett
Northside Hospital Gwinnett is a major acute-care medical center serving Gwinnett County and the surrounding communities in northeastern metro Atlanta.
|
E832709
|
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: Northside Hospital Gwinnett | Statement: [Lawrenceville, Georgia, hasHealthcareFacility, Northside Hospital Gwinnett]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northside Hospital Gwinnett Context triple: [Lawrenceville, Georgia, hasHealthcareFacility, Northside Hospital Gwinnett]
-
A.
Northeast Georgia Medical Center
Northeast Georgia Medical Center is a major regional hospital system and flagship medical facility serving Gainesville and the surrounding Northeast Georgia area with comprehensive healthcare services.
-
B.
Piedmont Newnan Hospital
Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
-
C.
Piedmont Athens Regional Medical Center
Piedmont Athens Regional Medical Center is a major nonprofit hospital and healthcare hub serving Athens and the surrounding northeast Georgia region.
-
D.
Emory Johns Creek Hospital
Emory Johns Creek Hospital is a community-based acute care hospital in Johns Creek, Georgia, known for providing a range of specialized medical services as part of the Emory Healthcare system.
-
E.
Emory University Hospital
Emory University Hospital is a major academic medical center in Atlanta, Georgia, known for advanced specialty care, research, and teaching.
- 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: Northside Hospital Gwinnett Triple: [Lawrenceville, Georgia, hasHealthcareFacility, Northside Hospital Gwinnett]
Generated description
Northside Hospital Gwinnett is a major acute-care medical center serving Gwinnett County and the surrounding communities in northeastern metro Atlanta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northside Hospital Gwinnett Target entity description: Northside Hospital Gwinnett is a major acute-care medical center serving Gwinnett County and the surrounding communities in northeastern metro Atlanta.
-
A.
Northeast Georgia Medical Center
Northeast Georgia Medical Center is a major regional hospital system and flagship medical facility serving Gainesville and the surrounding Northeast Georgia area with comprehensive healthcare services.
-
B.
Piedmont Newnan Hospital
Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
-
C.
Piedmont Athens Regional Medical Center
Piedmont Athens Regional Medical Center is a major nonprofit hospital and healthcare hub serving Athens and the surrounding northeast Georgia region.
-
D.
Emory Johns Creek Hospital
Emory Johns Creek Hospital is a community-based acute care hospital in Johns Creek, Georgia, known for providing a range of specialized medical services as part of the Emory Healthcare system.
-
E.
Emory University Hospital
Emory University Hospital is a major academic medical center in Atlanta, Georgia, known for advanced specialty care, research, and teaching.
- 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_69ca82eea2b88190a0e511d21a31f386 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb84b47308190aa2f94fa7320cdc3 |
completed | April 2, 2026, 12:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23de601f0819096004bf60ffa2d2c |
completed | April 5, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_69d241e666a0819087061bf8af397131 |
completed | April 5, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d24283caa481908d794ea2cd4f9db3 |
completed | April 5, 2026, 11:07 a.m. |
Created at: March 30, 2026, 8:48 p.m.