Triple

T5019182
Position Surface form Disambiguated ID Type / Status
Subject Jim Hopper E112806 entity
Predicate wardrobe P42160 FINISHED
Object Hawkins Police Department uniform
The Hawkins Police Department uniform is the distinctive tan-and-brown law enforcement attire worn by Chief Jim Hopper and other officers in the fictional town of Hawkins in the TV series "Stranger Things."
E486708 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: Hawkins Police Department uniform | Statement: [Jim Hopper, wardrobe, Hawkins Police Department uniform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawkins Police Department uniform
Context triple: [Jim Hopper, wardrobe, Hawkins Police Department uniform]
  • A. Mounted Police Unit
    The Mounted Police Unit is a specialized division of the Tokyo Metropolitan Police Department that conducts patrols, crowd control, and ceremonial duties using trained police horses.
  • B. Mounted Police Unit
    The Mounted Police Unit is a specialized division of the New South Wales Police Force that conducts patrols, crowd control, and ceremonial duties using trained police horses and riders.
  • C. Old Town Police Department
    The Old Town Police Department is the municipal law enforcement agency responsible for public safety and policing services in Old Town, Maine.
  • D. 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.
  • E. Surprise Police Department
    The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
  • 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: Hawkins Police Department uniform
Triple: [Jim Hopper, wardrobe, Hawkins Police Department uniform]
Generated description
The Hawkins Police Department uniform is the distinctive tan-and-brown law enforcement attire worn by Chief Jim Hopper and other officers in the fictional town of Hawkins in the TV series "Stranger Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawkins Police Department uniform
Target entity description: The Hawkins Police Department uniform is the distinctive tan-and-brown law enforcement attire worn by Chief Jim Hopper and other officers in the fictional town of Hawkins in the TV series "Stranger Things."
  • A. Mounted Police Unit
    The Mounted Police Unit is a specialized division of the Tokyo Metropolitan Police Department that conducts patrols, crowd control, and ceremonial duties using trained police horses.
  • B. Mounted Police Unit
    The Mounted Police Unit is a specialized division of the New South Wales Police Force that conducts patrols, crowd control, and ceremonial duties using trained police horses and riders.
  • C. Old Town Police Department
    The Old Town Police Department is the municipal law enforcement agency responsible for public safety and policing services in Old Town, Maine.
  • D. 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.
  • E. Surprise Police Department
    The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7342c62881909acb35849da8761c completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.