Triple
T3418006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Los Angeles County Fire Department |
E72055
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Special Operations
Special Operations is a specialized division of the Los Angeles County Fire Department responsible for handling complex, high-risk, and technical emergency incidents beyond the scope of routine firefighting and rescue operations.
|
E356760
|
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: Special Operations | Statement: [Los Angeles County Fire Department, hasDivision, Special Operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Special Operations Context triple: [Los Angeles County Fire Department, hasDivision, Special Operations]
-
A.
Special Operations
Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
-
B.
Special Operations Forces
Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
-
C.
special operations division
The special operations division is a specialized unit within the Prince George’s County Police Department that handles high-risk, tactical, and specialized law enforcement operations.
-
D.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
-
E.
Division of Specialized Operations
The Division of Specialized Operations is a unit within the UN Department of Safety and Security responsible for managing complex, high-risk security operations and specialized safety functions in support of United Nations activities worldwide.
- 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: Special Operations Triple: [Los Angeles County Fire Department, hasDivision, Special Operations]
Generated description
Special Operations is a specialized division of the Los Angeles County Fire Department responsible for handling complex, high-risk, and technical emergency incidents beyond the scope of routine firefighting and rescue operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Special Operations Target entity description: Special Operations is a specialized division of the Los Angeles County Fire Department responsible for handling complex, high-risk, and technical emergency incidents beyond the scope of routine firefighting and rescue operations.
-
A.
Special Operations
Special Operations is a specialized unit within the Massachusetts State Police responsible for handling high-risk, tactical, and emergency response missions across the state.
-
B.
Special Operations Forces
Special Operations Forces are elite military units trained and equipped to conduct high-risk, specialized missions such as counterterrorism, reconnaissance, and direct action, often under conditions requiring rapid response and a high degree of secrecy.
-
C.
special operations division
The special operations division is a specialized unit within the Prince George’s County Police Department that handles high-risk, tactical, and specialized law enforcement operations.
-
D.
Special Forces Branch
The Special Forces Branch is the United States Army’s elite component responsible for unconventional warfare, foreign internal defense, special reconnaissance, and other specialized missions often conducted with small, highly trained teams.
-
E.
Division of Specialized Operations
The Division of Specialized Operations is a unit within the UN Department of Safety and Security responsible for managing complex, high-risk security operations and specialized safety functions in support of United Nations activities worldwide.
- 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.