Triple
T1412945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cook County Health and Hospitals System |
E31844
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Cook County Health ambulatory clinics
Cook County Health ambulatory clinics are a network of outpatient medical centers in Cook County, Illinois, providing primary and specialty care to largely underserved and low-income populations.
|
E31844
|
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: Cook County Health ambulatory clinics | Statement: [Cook County Health and Hospitals System, hasComponent, Cook County Health ambulatory clinics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cook County Health ambulatory clinics Context triple: [Cook County Health and Hospitals System, hasComponent, Cook County Health ambulatory clinics]
-
A.
Cook County Health and Hospitals System
Cook County Health and Hospitals System is a large public healthcare network in Cook County, Illinois, that operates hospitals and clinics primarily serving low-income and uninsured residents.
-
B.
Advocate Lutheran General Hospital
Advocate Lutheran General Hospital is a major teaching and tertiary care hospital in the Chicago metropolitan area, known for its comprehensive medical services and affiliation with Advocate Aurora Health.
-
C.
Chicago Department of Public Health
The Chicago Department of Public Health is the city agency responsible for protecting and promoting public health in Chicago through disease prevention, health policy, and community health services.
-
D.
Northwestern Memorial Hospital
Northwestern Memorial Hospital is a major academic medical center in Chicago affiliated with Northwestern University Feinberg School of Medicine and recognized as one of the leading hospitals in the United States.
-
E.
Madigan Army Medical Center
Madigan Army Medical Center is a major U.S. Army medical treatment facility and teaching hospital located in Washington state, providing comprehensive healthcare services to military personnel, retirees, and their families.
- 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: Cook County Health ambulatory clinics Triple: [Cook County Health and Hospitals System, hasComponent, Cook County Health ambulatory clinics]
Generated description
Cook County Health ambulatory clinics are a network of outpatient medical centers in Cook County, Illinois, providing primary and specialty care to largely underserved and low-income populations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cook County Health ambulatory clinics Target entity description: Cook County Health ambulatory clinics are a network of outpatient medical centers in Cook County, Illinois, providing primary and specialty care to largely underserved and low-income populations.
-
A.
Cook County Health and Hospitals System
chosen
Cook County Health and Hospitals System is a large public healthcare network in Cook County, Illinois, that operates hospitals and clinics primarily serving low-income and uninsured residents.
-
B.
Advocate Lutheran General Hospital
Advocate Lutheran General Hospital is a major teaching and tertiary care hospital in the Chicago metropolitan area, known for its comprehensive medical services and affiliation with Advocate Aurora Health.
-
C.
Chicago Department of Public Health
The Chicago Department of Public Health is the city agency responsible for protecting and promoting public health in Chicago through disease prevention, health policy, and community health services.
-
D.
Northwestern Memorial Hospital
Northwestern Memorial Hospital is a major academic medical center in Chicago affiliated with Northwestern University Feinberg School of Medicine and recognized as one of the leading hospitals in the United States.
-
E.
Madigan Army Medical Center
Madigan Army Medical Center is a major U.S. Army medical treatment facility and teaching hospital located in Washington state, providing comprehensive healthcare services to military personnel, retirees, and their families.
- F. None of above.
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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c3e476f08190aed1576805c62462 |
completed | March 1, 2026, 10:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace57ec2d88190b06d0f20e3b52462 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace5fc91d081909b33009d06a38616 |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6c10f54819089a4afcf49ef894f |
completed | March 8, 2026, 3:02 a.m. |
Created at: March 1, 2026, 7:59 p.m.