Triple
T21431848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Han |
E528705
|
entity |
| Predicate | associatedVehicle |
P12528
|
FINISHED |
| Object |
LAFD ambulance
The LAFD ambulance is an emergency medical services vehicle operated by the Los Angeles Fire Department to provide rapid medical response and patient transport.
|
E1483391
|
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: LAFD ambulance | Statement: [Howard Han, associatedVehicle, LAFD ambulance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LAFD ambulance Context triple: [Howard Han, associatedVehicle, LAFD ambulance]
-
A.
Carle Arrow Ambulance
Carle Arrow Ambulance is an emergency medical transport service operated by the Carle Health system, providing ambulance care and patient transport in its service region.
-
B.
Ambulances
"Ambulances" is a poem by Philip Larkin that meditates on mortality and the quiet, ever-present proximity of death in everyday urban life.
-
C.
Boxer ambulance
The Boxer ambulance is a medical evacuation and treatment variant of the Boxer armored fighting vehicle, designed to safely transport and care for wounded personnel in combat zones.
-
D.
Perinton Ambulance
Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, New York.
-
E.
Samaritan armoured ambulance
The Samaritan armoured ambulance is a British tracked battlefield medical evacuation vehicle designed to transport and treat wounded soldiers under armored protection.
- 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: LAFD ambulance Triple: [Howard Han, associatedVehicle, LAFD ambulance]
Generated description
The LAFD ambulance is an emergency medical services vehicle operated by the Los Angeles Fire Department to provide rapid medical response and patient transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LAFD ambulance Target entity description: The LAFD ambulance is an emergency medical services vehicle operated by the Los Angeles Fire Department to provide rapid medical response and patient transport.
-
A.
Carle Arrow Ambulance
Carle Arrow Ambulance is an emergency medical transport service operated by the Carle Health system, providing ambulance care and patient transport in its service region.
-
B.
Ambulances
"Ambulances" is a poem by Philip Larkin that meditates on mortality and the quiet, ever-present proximity of death in everyday urban life.
-
C.
Boxer ambulance
The Boxer ambulance is a medical evacuation and treatment variant of the Boxer armored fighting vehicle, designed to safely transport and care for wounded personnel in combat zones.
-
D.
Perinton Ambulance
Perinton Ambulance is a community-based emergency medical services provider serving residents in and around Fairport, New York.
-
E.
Samaritan armoured ambulance
The Samaritan armoured ambulance is a British tracked battlefield medical evacuation vehicle designed to transport and treat wounded soldiers under armored protection.
- 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b3ec70f08190b84c4f747cfb290f |
completed | April 22, 2026, 11:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c2ae19a08190bdb9c07c31751bf4 |
completed | May 17, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_6a09c36e90dc8190b5628ddef17c9796 |
completed | May 17, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09c3e4d2c881908b3438eebbd409f0 |
completed | May 17, 2026, 1:34 p.m. |
Created at: April 16, 2026, 5:49 p.m.