Triple
T9185067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jonesboro, Arkansas |
E220435
|
entity |
| Predicate | healthcareCenterFor |
P10262
|
FINISHED |
| Object |
northeast Arkansas
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
|
E783817
|
NE FINISHED |
How this triple was built (5 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: northeast Arkansas | Statement: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northeast Arkansas Context triple: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
-
A.
Northern Arkansas
Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
-
B.
eastern Arkansas
Eastern Arkansas is the region of the U.S. state of Arkansas lying along and near the Mississippi River, characterized by its Delta farmland, small cities, and rural communities.
-
C.
southwest Arkansas
Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
-
D.
Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
-
E.
southern Arkansas
Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
- 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: northeast Arkansas Triple: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
Generated description
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: northeast Arkansas Target entity description: Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
-
A.
Northern Arkansas
Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
-
B.
eastern Arkansas
Eastern Arkansas is the region of the U.S. state of Arkansas lying along and near the Mississippi River, characterized by its Delta farmland, small cities, and rural communities.
-
C.
southwest Arkansas
Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
-
D.
Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
-
E.
southern Arkansas
Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: healthcareCenterFor Context triple: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
-
A.
hasMedicalCenter
chosen
Indicates that an entity possesses, hosts, or is associated with a medical center facility.
-
B.
healthcareType
Indicates the category or kind of healthcare service, system, or coverage associated with an entity.
-
C.
designatedAsFlagshipHospitalFor
Indicates that one hospital has been officially selected or recognized as the primary or leading flagship institution for another entity (such as a health system, region, or organization).
-
D.
healthSystem
Indicates a relationship where an entity functions as, belongs to, or is managed within a particular health care system or network.
-
E.
healthcareAccess
Indicates the degree to which individuals can obtain and use needed health care services.
- F. None of above.
Provenance (6 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_69ca83e6d77c81909862b7afef56b1bf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc318d5c081908c50b56e5783ea38 |
completed | April 1, 2026, 7:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c19635c81908ad2cf07f5ad813c |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05cda59f88190bcde5a91aec2f9dd |
completed | April 4, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05ddd28008190b82c42220871e73f |
completed | April 4, 2026, 12:39 a.m. |
| PD | Predicate disambiguation | batch_69cc66090e5881908889dc1213815626 |
completed | April 1, 2026, 12:25 a.m. |
Created at: March 30, 2026, 7:24 p.m.