Triple

T15673525

Position	Surface form	Disambiguated ID	Type / Status
Subject	Detective Bureau (LAPD)	`E377377`	entity
Predicate	typicalSubunit	`P7150`	FINISHED
Object	Fraud Section (LAPD) The Fraud Section of the Los Angeles Police Department is a specialized investigative unit focused on complex financial crimes, scams, and other fraud-related offenses within the city.	`E1170952`	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: Fraud Section (LAPD) | Statement: [Detective Bureau (LAPD), typicalSubunit, Fraud Section (LAPD)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Fraud Section (LAPD)
Context triple: [Detective Bureau (LAPD), typicalSubunit, Fraud Section (LAPD)]

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 robbery-homicide investigation team
The LAPD robbery-homicide investigation team is a specialized Los Angeles Police Department unit that handles the city’s most complex and high-profile robbery and homicide cases.
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. 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. LAPD specialized units
LAPD specialized units are specialized divisions within the Los Angeles Police Department that handle focused tasks such as SWAT operations, gang enforcement, narcotics investigations, and other high-risk or technically complex law enforcement activities.
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: Fraud Section (LAPD)
Triple: [Detective Bureau (LAPD), typicalSubunit, Fraud Section (LAPD)]

Generated description

The Fraud Section of the Los Angeles Police Department is a specialized investigative unit focused on complex financial crimes, scams, and other fraud-related offenses within the city.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Fraud Section (LAPD)
Target entity description: The Fraud Section of the Los Angeles Police Department is a specialized investigative unit focused on complex financial crimes, scams, and other fraud-related offenses within the city.

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 robbery-homicide investigation team
The LAPD robbery-homicide investigation team is a specialized Los Angeles Police Department unit that handles the city’s most complex and high-profile robbery and homicide cases.
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. 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. LAPD specialized units
LAPD specialized units are specialized divisions within the Los Angeles Police Department that handle focused tasks such as SWAT operations, gang enforcement, narcotics investigations, and other high-risk or technically complex law enforcement activities.
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_69d85cd2e28481909d4e975bee20872f`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69e04f2c996c8190a9ebe0e92608feaa`	completed	April 16, 2026, 2:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff6edb12bc8190b2c5558190671ae5`	completed	May 9, 2026, 5:28 p.m.
NEDg	Description generation	`batch_69ff6fa2b0b881908fa7af973ee0bb6f`	completed	May 9, 2026, 5:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff707d1db4819097aa9402ce0abb97`	completed	May 9, 2026, 5:35 p.m.

Created at: April 10, 2026, 4:16 a.m.