Triple

T16732568
Position Surface form Disambiguated ID Type / Status
Subject Philadelphia Police Department E406627 entity
Predicate hasDivision P35 FINISHED
Object Gun Violence Task Force
The Gun Violence Task Force is a specialized unit focused on investigating, preventing, and reducing gun-related crimes in Philadelphia.
E1230693 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: Gun Violence Task Force | Statement: [Philadelphia Police Department, hasDivision, Gun Violence Task Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gun Violence Task Force
Context triple: [Philadelphia Police Department, hasDivision, Gun Violence Task Force]
  • A. Attorney General’s Task Force on Violent Crime
    The Attorney General’s Task Force on Violent Crime was a U.S. Department of Justice advisory body convened in the early 1980s to study rising violent crime and recommend federal and state policy responses.
  • B. Gun Violence Memorial Project
    The Gun Violence Memorial Project is a traveling art and architecture installation that commemorates victims of gun violence in the United States through a series of glass houses filled with personal objects donated by their loved ones.
  • C. Handgun Control, Inc. (later Brady Campaign to Prevent Gun Violence)
    Handgun Control, Inc., later renamed the Brady Campaign to Prevent Gun Violence, is a prominent American advocacy organization dedicated to enacting and strengthening gun control laws to reduce firearm-related injuries and deaths.
  • D. Sandy Hook Promise
    Sandy Hook Promise is a nonprofit organization founded by families of victims of the Sandy Hook Elementary School shooting that works to prevent gun violence through education, advocacy, and community-based programs.
  • E. Brady Handgun Violence Prevention Act
    The Brady Handgun Violence Prevention Act is a U.S. federal law that established background checks and waiting periods for firearm purchases from licensed dealers to help prevent gun violence.
  • 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: Gun Violence Task Force
Triple: [Philadelphia Police Department, hasDivision, Gun Violence Task Force]
Generated description
The Gun Violence Task Force is a specialized unit focused on investigating, preventing, and reducing gun-related crimes in Philadelphia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gun Violence Task Force
Target entity description: The Gun Violence Task Force is a specialized unit focused on investigating, preventing, and reducing gun-related crimes in Philadelphia.
  • A. Attorney General’s Task Force on Violent Crime
    The Attorney General’s Task Force on Violent Crime was a U.S. Department of Justice advisory body convened in the early 1980s to study rising violent crime and recommend federal and state policy responses.
  • B. Gun Violence Memorial Project
    The Gun Violence Memorial Project is a traveling art and architecture installation that commemorates victims of gun violence in the United States through a series of glass houses filled with personal objects donated by their loved ones.
  • C. Handgun Control, Inc. (later Brady Campaign to Prevent Gun Violence)
    Handgun Control, Inc., later renamed the Brady Campaign to Prevent Gun Violence, is a prominent American advocacy organization dedicated to enacting and strengthening gun control laws to reduce firearm-related injuries and deaths.
  • D. Sandy Hook Promise
    Sandy Hook Promise is a nonprofit organization founded by families of victims of the Sandy Hook Elementary School shooting that works to prevent gun violence through education, advocacy, and community-based programs.
  • E. Brady Handgun Violence Prevention Act
    The Brady Handgun Violence Prevention Act is a U.S. federal law that established background checks and waiting periods for firearm purchases from licensed dealers to help prevent gun violence.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3748d08190a57ae40f54aa63c4 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d4c723c8190ad92628f4164d11c completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e08b56c8190833d5f64945a979b completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb06d6481909914286301f9b4db completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 5:20 a.m.