Triple
T11945599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forrest County, Mississippi |
E284288
|
entity |
| Predicate | hasMajorInstitution |
P315
|
FINISHED |
| Object |
Hattiesburg Clinic
Hattiesburg Clinic is a large multi-specialty medical group and major regional healthcare provider based in Hattiesburg, Mississippi.
|
E955282
|
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: Hattiesburg Clinic | Statement: [Forrest County, Mississippi, hasMajorInstitution, Hattiesburg Clinic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg Clinic Context triple: [Forrest County, Mississippi, hasMajorInstitution, Hattiesburg Clinic]
-
A.
Southwest Mississippi Regional Medical Center
Southwest Mississippi Regional Medical Center is a community hospital serving McComb and the surrounding southwest Mississippi region with a range of medical and emergency care services.
-
B.
North Mississippi Medical Center
North Mississippi Medical Center is a large regional hospital and healthcare system based in Tupelo, Mississippi, providing comprehensive medical services to communities across north Mississippi.
-
C.
Medical Center of South Arkansas
The Medical Center of South Arkansas is a regional acute care hospital serving the healthcare needs of residents in and around El Dorado, Arkansas.
-
D.
Slidell Memorial Hospital
Slidell Memorial Hospital is a community healthcare facility serving residents of Slidell and the surrounding areas in southeastern Louisiana.
-
E.
Shelby Baptist Medical Center
Shelby Baptist Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Alabaster, Alabama.
- 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: Hattiesburg Clinic Triple: [Forrest County, Mississippi, hasMajorInstitution, Hattiesburg Clinic]
Generated description
Hattiesburg Clinic is a large multi-specialty medical group and major regional healthcare provider based in Hattiesburg, Mississippi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg Clinic Target entity description: Hattiesburg Clinic is a large multi-specialty medical group and major regional healthcare provider based in Hattiesburg, Mississippi.
-
A.
Southwest Mississippi Regional Medical Center
Southwest Mississippi Regional Medical Center is a community hospital serving McComb and the surrounding southwest Mississippi region with a range of medical and emergency care services.
-
B.
North Mississippi Medical Center
North Mississippi Medical Center is a large regional hospital and healthcare system based in Tupelo, Mississippi, providing comprehensive medical services to communities across north Mississippi.
-
C.
Medical Center of South Arkansas
The Medical Center of South Arkansas is a regional acute care hospital serving the healthcare needs of residents in and around El Dorado, Arkansas.
-
D.
Slidell Memorial Hospital
Slidell Memorial Hospital is a community healthcare facility serving residents of Slidell and the surrounding areas in southeastern Louisiana.
-
E.
Shelby Baptist Medical Center
Shelby Baptist Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Alabaster, Alabama.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903456ec0819082b8b10755a6b732 |
completed | April 10, 2026, 2:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f440ac6c68819094bd27058d13cd4d |
completed | May 1, 2026, 5:57 a.m. |
| NEDg | Description generation | batch_69f448fd4b908190a4f08619d346bec8 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44b08da6c8190ae62d8e892bf1971 |
completed | May 1, 2026, 6:41 a.m. |
Created at: April 8, 2026, 9:45 p.m.