Triple
T14190354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hall County, Texas |
E351694
|
entity |
| Predicate | emergencyServices |
P464
|
FINISHED |
| Object |
Hall County EMS
Hall County EMS is the primary emergency medical services provider serving residents and visitors in Hall County, Texas.
|
E1085165
|
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: Hall County EMS | Statement: [Hall County, Texas, emergencyServices, Hall County EMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hall County EMS Context triple: [Hall County, Texas, emergencyServices, Hall County EMS]
-
A.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
B.
Johnson County Ambulance Service
Johnson County Ambulance Service is a regional emergency medical services provider that delivers pre-hospital care and ambulance transport in Johnson County, Iowa.
-
C.
Bulloch County Emergency Medical Services
Bulloch County Emergency Medical Services is the primary pre-hospital emergency medical care and ambulance transport provider serving residents and visitors in Bulloch County, Georgia.
-
D.
Gwinnett County Fire and Emergency Services
Gwinnett County Fire and Emergency Services is the countywide agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Gwinnett County, Georgia.
-
E.
Clay County Fire Rescue
Clay County Fire Rescue is the county’s professional fire and emergency medical services agency responsible for firefighting, rescue operations, and emergency response.
- 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: Hall County EMS Triple: [Hall County, Texas, emergencyServices, Hall County EMS]
Generated description
Hall County EMS is the primary emergency medical services provider serving residents and visitors in Hall County, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hall County EMS Target entity description: Hall County EMS is the primary emergency medical services provider serving residents and visitors in Hall County, Texas.
-
A.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
B.
Johnson County Ambulance Service
Johnson County Ambulance Service is a regional emergency medical services provider that delivers pre-hospital care and ambulance transport in Johnson County, Iowa.
-
C.
Bulloch County Emergency Medical Services
Bulloch County Emergency Medical Services is the primary pre-hospital emergency medical care and ambulance transport provider serving residents and visitors in Bulloch County, Georgia.
-
D.
Gwinnett County Fire and Emergency Services
Gwinnett County Fire and Emergency Services is the countywide agency responsible for providing fire protection, emergency medical services, and rescue operations throughout Gwinnett County, Georgia.
-
E.
Clay County Fire Rescue
Clay County Fire Rescue is the county’s professional fire and emergency medical services agency responsible for firefighting, rescue operations, and emergency response.
- 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_69d827894ac0819097803e57f3227b23 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61df628c8190ba3f557e2128dce5 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd194543f081909cb11cf0881afa90 |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1b2ace9c8190a7458e5c43a3c3d6 |
completed | May 7, 2026, 11:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1c61b994819081dcc92ae33772ed |
completed | May 7, 2026, 11:12 p.m. |
Created at: April 10, 2026, 1:03 a.m.