Triple
T4002622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard Marcus |
E89448
|
entity |
| Predicate | notableDonationRecipient |
P15853
|
FINISHED |
| Object |
Shepherd Center (Atlanta)
Shepherd Center (Atlanta) is a renowned private, nonprofit rehabilitation hospital specializing in the treatment of spinal cord injury, brain injury, multiple sclerosis, and other neuromuscular conditions.
|
E407259
|
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: Shepherd Center (Atlanta) | Statement: [Bernard Marcus, notableDonationRecipient, Shepherd Center (Atlanta)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shepherd Center (Atlanta) Context triple: [Bernard Marcus, notableDonationRecipient, Shepherd Center (Atlanta)]
-
A.
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.
-
B.
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.
-
C.
Children’s Hospital of Georgia
Children’s Hospital of Georgia is a pediatric medical center in Augusta that provides specialized healthcare services for infants, children, and adolescents.
-
D.
Emory Healthcare
Emory Healthcare is a major academic health system based in Atlanta, Georgia, known for its comprehensive clinical services, research, and teaching hospitals.
-
E.
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.
- 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: Shepherd Center (Atlanta) Triple: [Bernard Marcus, notableDonationRecipient, Shepherd Center (Atlanta)]
Generated description
Shepherd Center (Atlanta) is a renowned private, nonprofit rehabilitation hospital specializing in the treatment of spinal cord injury, brain injury, multiple sclerosis, and other neuromuscular conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shepherd Center (Atlanta) Target entity description: Shepherd Center (Atlanta) is a renowned private, nonprofit rehabilitation hospital specializing in the treatment of spinal cord injury, brain injury, multiple sclerosis, and other neuromuscular conditions.
-
A.
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.
-
B.
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.
-
C.
Children’s Hospital of Georgia
Children’s Hospital of Georgia is a pediatric medical center in Augusta that provides specialized healthcare services for infants, children, and adolescents.
-
D.
Emory Healthcare
Emory Healthcare is a major academic health system based in Atlanta, Georgia, known for its comprehensive clinical services, research, and teaching hospitals.
-
E.
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.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa44125881909f45ecd0a986c581 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c5e95b88190a8b5234b18d7b769 |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b5505592bc8190bedda7df9eef8fa7 |
completed | March 14, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b550e241048190aaa72504bc278c98 |
completed | March 14, 2026, 12:13 p.m. |
Created at: March 9, 2026, 3:34 p.m.