Triple

T13481478
Position Surface form Disambiguated ID Type / Status
Subject Southland Tales E318381 entity
Predicate depicts P1581 FINISHED
Object fictional US government agency US-IDENT
US-IDENT is a fictional, dystopian U.S. government surveillance agency featured in the film "Southland Tales," known for its pervasive monitoring and control of citizens.
E345512 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: fictional US government agency US-IDENT | Statement: [Southland Tales, depicts, fictional US government agency US-IDENT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: fictional US government agency US-IDENT
Context triple: [Southland Tales, depicts, fictional US government agency US-IDENT]
  • A. U.S. government (fictional covert operations)
    The U.S. government (fictional covert operations) is a clandestine, often extralegal arm of the American state depicted in thrillers as running secret missions, black ops, and deniable intelligence activities.
  • B. Supreme Headquarters, International Espionage and Law-Enforcement Division
    Supreme Headquarters, International Espionage and Law-Enforcement Division is the original full name of Marvel Comics’ fictional global intelligence and counterterrorism agency better known by its acronym, S.H.I.E.L.D.
  • C. Records and Identification Unit
    The Records and Identification Unit is a specialized division of the Detroit Police Department responsible for managing criminal records, identification data, and related documentation.
  • D. Joint Intelligence Objectives Agency
    The Joint Intelligence Objectives Agency was a U.S. military intelligence organization in the post–World War II era responsible for identifying, recruiting, and exploiting German scientists and technical experts for American research and defense programs.
  • E. National Bureau of Investigation
    The National Bureau of Investigation is the Philippines’ primary civilian investigative and law-enforcement agency, handling major crimes, intelligence gathering, and forensic services nationwide.
  • 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: fictional US government agency US-IDENT
Triple: [Southland Tales, depicts, fictional US government agency US-IDENT]
Generated description
US-IDENT is a fictional, dystopian U.S. government surveillance agency featured in the film "Southland Tales," known for its pervasive monitoring and control of citizens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: fictional US government agency US-IDENT
Target entity description: US-IDENT is a fictional, dystopian U.S. government surveillance agency featured in the film "Southland Tales," known for its pervasive monitoring and control of citizens.
  • A. U.S. government (fictional covert operations) chosen
    The U.S. government (fictional covert operations) is a clandestine, often extralegal arm of the American state depicted in thrillers as running secret missions, black ops, and deniable intelligence activities.
  • B. Supreme Headquarters, International Espionage and Law-Enforcement Division
    Supreme Headquarters, International Espionage and Law-Enforcement Division is the original full name of Marvel Comics’ fictional global intelligence and counterterrorism agency better known by its acronym, S.H.I.E.L.D.
  • C. Records and Identification Unit
    The Records and Identification Unit is a specialized division of the Detroit Police Department responsible for managing criminal records, identification data, and related documentation.
  • D. Joint Intelligence Objectives Agency
    The Joint Intelligence Objectives Agency was a U.S. military intelligence organization in the post–World War II era responsible for identifying, recruiting, and exploiting German scientists and technical experts for American research and defense programs.
  • E. National Bureau of Investigation
    The National Bureau of Investigation is the Philippines’ primary civilian investigative and law-enforcement agency, handling major crimes, intelligence gathering, and forensic services nationwide.
  • F. None of above.

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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf36c6b08190ba99400600e0b662 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f74635145c8190a42199fe4ed8c2a5 completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f748dfd4f081908fd5d77fe70f9db4 completed May 3, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_69f74965c53081909c662f7f991849bf completed May 3, 2026, 1:11 p.m.
Created at: April 9, 2026, 9:42 p.m.