Triple
T6836386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ezekiel Emanuel |
E157460
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Healthcare, Guaranteed
"Healthcare, Guaranteed" is a policy-focused book by bioethicist Ezekiel Emanuel that proposes a comprehensive, universal health care reform plan for the United States.
|
E622191
|
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: Healthcare, Guaranteed | Statement: [Ezekiel Emanuel, notableWork, Healthcare, Guaranteed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Healthcare, Guaranteed Context triple: [Ezekiel Emanuel, notableWork, Healthcare, Guaranteed]
-
A.
Advanced Healthcare Solutions
Advanced Healthcare Solutions is a Fortive business segment focused on providing specialized technologies and services for the healthcare industry.
-
B.
U.S. Healthcare
U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
-
C.
Signature Healthcare
Signature Healthcare is a community-based healthcare system that operates hospitals, medical centers, and affiliated practices, primarily serving patients in the Brockton, Massachusetts region.
-
D.
Health Care Division
The Health Care Division is a unit within the Massachusetts Attorney General’s Office responsible for overseeing and enforcing laws related to health care access, quality, and consumer protection in the state.
-
E.
HPHC
HPHC is the commonly used abbreviation for the Himachal Pradesh High Court, the highest judicial authority in the Indian state of Himachal Pradesh.
- 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: Healthcare, Guaranteed Triple: [Ezekiel Emanuel, notableWork, Healthcare, Guaranteed]
Generated description
"Healthcare, Guaranteed" is a policy-focused book by bioethicist Ezekiel Emanuel that proposes a comprehensive, universal health care reform plan for the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Healthcare, Guaranteed Target entity description: "Healthcare, Guaranteed" is a policy-focused book by bioethicist Ezekiel Emanuel that proposes a comprehensive, universal health care reform plan for the United States.
-
A.
Advanced Healthcare Solutions
Advanced Healthcare Solutions is a Fortive business segment focused on providing specialized technologies and services for the healthcare industry.
-
B.
U.S. Healthcare
U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
-
C.
Signature Healthcare
Signature Healthcare is a community-based healthcare system that operates hospitals, medical centers, and affiliated practices, primarily serving patients in the Brockton, Massachusetts region.
-
D.
Health Care Division
The Health Care Division is a unit within the Massachusetts Attorney General’s Office responsible for overseeing and enforcing laws related to health care access, quality, and consumer protection in the state.
-
E.
HPHC
HPHC is the commonly used abbreviation for the Himachal Pradesh High Court, the highest judicial authority in the Indian state of Himachal Pradesh.
- 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_69c6882c53608190b99aebef079b23bd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d67c1c508190ab39b8aaaaacc628 |
completed | March 27, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723ffce448190ac8edbaaa1517972 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c724b85ec48190ba52ebdcb5cd70db |
completed | March 28, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c72568866c8190bf88a02e566d5c3a |
completed | March 28, 2026, 12:48 a.m. |
Created at: March 27, 2026, 2:19 p.m.