Triple
T3418007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Angeles County Fire Department |
E72055
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Air Operations Section
The Air Operations Section is the Los Angeles County Fire Department’s aviation unit responsible for helicopter-based firefighting, rescue, and emergency support operations.
|
E356761
|
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: Air Operations Section | Statement: [Los Angeles County Fire Department, hasDivision, Air Operations Section]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Operations Section Context triple: [Los Angeles County Fire Department, hasDivision, Air Operations Section]
-
A.
Air Support Division
The Air Support Division is the aviation unit of the Los Angeles Police Department, providing aerial patrol, surveillance, and support for ground operations across the city.
-
B.
Aviation Command
Aviation Command is the specialist air support unit of the New South Wales Police Force, providing helicopter and fixed-wing aircraft operations for law enforcement and emergency response across the state.
-
C.
Aviation Command
Aviation Command is the specialized aviation division of the Maryland State Police responsible for helicopter-based law enforcement, search and rescue, and medical evacuation operations.
-
D.
Aviation Division
The Aviation Division is a governmental body in Pakistan responsible for formulating and implementing national civil aviation policies, regulating the aviation sector, and overseeing related agencies and infrastructure.
-
E.
Aviation Division
Aviation Division is the segment of Swire Pacific that oversees its airline and related aviation services businesses.
- 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: Air Operations Section Triple: [Los Angeles County Fire Department, hasDivision, Air Operations Section]
Generated description
The Air Operations Section is the Los Angeles County Fire Department’s aviation unit responsible for helicopter-based firefighting, rescue, and emergency support operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Operations Section Target entity description: The Air Operations Section is the Los Angeles County Fire Department’s aviation unit responsible for helicopter-based firefighting, rescue, and emergency support operations.
-
A.
Air Support Division
The Air Support Division is the aviation unit of the Los Angeles Police Department, providing aerial patrol, surveillance, and support for ground operations across the city.
-
B.
Aviation Command
Aviation Command is the specialist air support unit of the New South Wales Police Force, providing helicopter and fixed-wing aircraft operations for law enforcement and emergency response across the state.
-
C.
Aviation Command
Aviation Command is the specialized aviation division of the Maryland State Police responsible for helicopter-based law enforcement, search and rescue, and medical evacuation operations.
-
D.
Aviation Division
The Aviation Division is a governmental body in Pakistan responsible for formulating and implementing national civil aviation policies, regulating the aviation sector, and overseeing related agencies and infrastructure.
-
E.
Aviation Division
Aviation Division is the segment of Swire Pacific that oversees its airline and related aviation services businesses.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb92df1e48190bbf22a47e44579f1 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3546c88008190980a51195251af91 |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b355a7dc308190ba8ab0db251592a2 |
completed | March 13, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3566da174819086160cd254e0a443 |
completed | March 13, 2026, 12:12 a.m. |
Created at: March 8, 2026, 3:15 p.m.