Triple
T3634221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SWAT (LAPD) |
E77027
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
LAPD Crisis Negotiation Team
The LAPD Crisis Negotiation Team is a specialized police unit trained to defuse high-risk incidents through communication and negotiation, often working alongside tactical teams to resolve situations peacefully.
|
E377155
|
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: LAPD Crisis Negotiation Team | Statement: [SWAT (LAPD), worksWith, LAPD Crisis Negotiation Team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LAPD Crisis Negotiation Team Context triple: [SWAT (LAPD), worksWith, LAPD Crisis Negotiation Team]
-
A.
LAPD Crime Suppression Platoons
The LAPD Crime Suppression Platoons are specialized tactical units within the Los Angeles Police Department focused on high-intensity crime reduction operations and rapid response in high-risk areas.
-
B.
LAPD Mounted Platoon
The LAPD Mounted Platoon is a specialized Los Angeles Police Department unit that uses officers on horseback for crowd control, patrol, and high-visibility policing at major events and in difficult-to-access areas.
-
C.
Los Angeles Police Department
The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
-
D.
Rampart Division anti-gang unit
The Rampart Division anti-gang unit was an elite Los Angeles Police Department squad later notorious for widespread corruption, brutality, and evidence tampering exposed during the Rampart scandal.
-
E.
Los Angeles County Sheriff's Department
The Los Angeles County Sheriff's Department is the primary law enforcement agency serving Los Angeles County, California, responsible for policing unincorporated areas, operating county jails, and providing contract services to numerous cities.
- 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: LAPD Crisis Negotiation Team Triple: [SWAT (LAPD), worksWith, LAPD Crisis Negotiation Team]
Generated description
The LAPD Crisis Negotiation Team is a specialized police unit trained to defuse high-risk incidents through communication and negotiation, often working alongside tactical teams to resolve situations peacefully.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LAPD Crisis Negotiation Team Target entity description: The LAPD Crisis Negotiation Team is a specialized police unit trained to defuse high-risk incidents through communication and negotiation, often working alongside tactical teams to resolve situations peacefully.
-
A.
LAPD Crime Suppression Platoons
The LAPD Crime Suppression Platoons are specialized tactical units within the Los Angeles Police Department focused on high-intensity crime reduction operations and rapid response in high-risk areas.
-
B.
LAPD Mounted Platoon
The LAPD Mounted Platoon is a specialized Los Angeles Police Department unit that uses officers on horseback for crowd control, patrol, and high-visibility policing at major events and in difficult-to-access areas.
-
C.
Los Angeles Police Department
The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
-
D.
Rampart Division anti-gang unit
The Rampart Division anti-gang unit was an elite Los Angeles Police Department squad later notorious for widespread corruption, brutality, and evidence tampering exposed during the Rampart scandal.
-
E.
Los Angeles County Sheriff's Department
The Los Angeles County Sheriff's Department is the primary law enforcement agency serving Los Angeles County, California, responsible for policing unincorporated areas, operating county jails, and providing contract services to numerous cities.
- 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_69ad85dd0be48190b738990cb20c4731 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc30594588190856694d4222c90d8 |
completed | March 8, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b488320c58819088f8cc677f675ec3 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48bc45f4c8190a9077c430e7eb324 |
completed | March 13, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4a42c67848190956660cd64e5b8e0 |
completed | March 13, 2026, 11:56 p.m. |
Created at: March 8, 2026, 3:24 p.m.