Triple
T21013317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EMS |
E517606
|
entity |
| Predicate | employs |
P7
|
FINISHED |
| Object |
Emergency medical technicians
Emergency medical technicians are trained healthcare professionals who provide urgent pre-hospital medical care and transportation to patients in emergency situations.
|
E1461738
|
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: Emergency medical technicians | Statement: [EMS, employs, Emergency medical technicians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emergency medical technicians Context triple: [EMS, employs, Emergency medical technicians]
-
A.
Paramedics
"Paramedics" is a song featured on The Game's hip-hop record *The R.E.D. Album*.
-
B.
Emergency Medical Services
Emergency Medical Services are specialized healthcare and transport services that provide urgent medical care and rapid response to emergencies outside of hospital settings.
-
C.
EMT
EMT is the station code used to identify East Maitland railway station in New South Wales, Australia.
-
D.
emergency medical services division
The emergency medical services division is the branch of the Plymouth Fire Department responsible for providing pre-hospital medical care and ambulance transport to the community.
-
E.
Emergency Medical Services Division
The Emergency Medical Services Division is the branch of the Chicago Fire Department responsible for providing pre-hospital emergency medical care and ambulance transport throughout the city.
- 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: Emergency medical technicians Triple: [EMS, employs, Emergency medical technicians]
Generated description
Emergency medical technicians are trained healthcare professionals who provide urgent pre-hospital medical care and transportation to patients in emergency situations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emergency medical technicians Target entity description: Emergency medical technicians are trained healthcare professionals who provide urgent pre-hospital medical care and transportation to patients in emergency situations.
-
A.
Paramedics
"Paramedics" is a song featured on The Game's hip-hop record *The R.E.D. Album*.
-
B.
Emergency Medical Services
Emergency Medical Services are specialized healthcare and transport services that provide urgent medical care and rapid response to emergencies outside of hospital settings.
-
C.
EMT
EMT is the station code used to identify East Maitland railway station in New South Wales, Australia.
-
D.
emergency medical services division
The emergency medical services division is the branch of the Plymouth Fire Department responsible for providing pre-hospital medical care and ambulance transport to the community.
-
E.
Emergency Medical Services Division
The Emergency Medical Services Division is the branch of the Chicago Fire Department responsible for providing pre-hospital emergency medical care and ambulance transport throughout the city.
- 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_69e0b50192308190a284fcc89dd23a49 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc41d57881908b9ab17d1844a8d0 |
completed | April 21, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a093b6369fc81909ff15a48a8a640e2 |
completed | May 17, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a093ed7f68c8190b175251a158cbcc1 |
completed | May 17, 2026, 4:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093f3ba1f88190ae07076c83bd0517 |
completed | May 17, 2026, 4:08 a.m. |
Created at: April 16, 2026, 1:54 p.m.