Triple

T21638716
Position Surface form Disambiguated ID Type / Status
Subject Stalker (TV series) E534030 entity
Predicate follows P134 FINISHED
Object LAPD Threat Assessment Unit
The LAPD Threat Assessment Unit is a specialized division of the Los Angeles Police Department that investigates and manages cases involving stalking, threats, and potentially violent fixations to prevent harm before it occurs.
E1493822 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 Threat Assessment Unit | Statement: [Stalker (TV series), follows, LAPD Threat Assessment Unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LAPD Threat Assessment Unit
Context triple: [Stalker (TV series), follows, LAPD Threat Assessment Unit]
  • A. 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.
  • B. LAPD E-Platoon
    LAPD E-Platoon is a specialized unit within the Los Angeles Police Department’s Metropolitan Division, primarily responsible for crowd control, tactical support, and handling major public disorder incidents.
  • C. LAPD strategic operations
    LAPD strategic operations is a specialized division of the Los Angeles Police Department responsible for planning and overseeing complex, high-risk, and citywide tactical and emergency responses.
  • D. 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.
  • E. LAPD SWAT
    LAPD SWAT is the specialized tactical unit of the Los Angeles Police Department trained and equipped to handle high-risk operations such as armed standoffs, hostage rescues, and heavily armed confrontations.
  • 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 Threat Assessment Unit
Triple: [Stalker (TV series), follows, LAPD Threat Assessment Unit]
Generated description
The LAPD Threat Assessment Unit is a specialized division of the Los Angeles Police Department that investigates and manages cases involving stalking, threats, and potentially violent fixations to prevent harm before it occurs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LAPD Threat Assessment Unit
Target entity description: The LAPD Threat Assessment Unit is a specialized division of the Los Angeles Police Department that investigates and manages cases involving stalking, threats, and potentially violent fixations to prevent harm before it occurs.
  • A. 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.
  • B. LAPD E-Platoon
    LAPD E-Platoon is a specialized unit within the Los Angeles Police Department’s Metropolitan Division, primarily responsible for crowd control, tactical support, and handling major public disorder incidents.
  • C. LAPD strategic operations
    LAPD strategic operations is a specialized division of the Los Angeles Police Department responsible for planning and overseeing complex, high-risk, and citywide tactical and emergency responses.
  • D. 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.
  • E. LAPD SWAT
    LAPD SWAT is the specialized tactical unit of the Los Angeles Police Department trained and equipped to handle high-risk operations such as armed standoffs, hostage rescues, and heavily armed confrontations.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef538fb12481908f70ad8dbe1d99e4 completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0fa04cd481909a9a9d7420646e00 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10d3dd8081909f2370db4a3cb527 completed May 17, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1143621881908af17d96a1759f9a completed May 17, 2026, 7:04 p.m.
Created at: April 16, 2026, 6:35 p.m.