Triple

T2995315
Position Surface form Disambiguated ID Type / Status
Subject The Shield E81051 entity
Predicate fictionalDivision P899 FINISHED
Object Farmington Division
Farmington Division is the gritty, crime-ridden Los Angeles police precinct that serves as the primary setting for the television series "The Shield."
E315711 NE FINISHED

How this triple was built (5 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: Farmington Division | Statement: [The Shield, fictionalDivision, Farmington Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farmington Division
Context triple: [The Shield, fictionalDivision, Farmington Division]
  • A. Hillsboro Division
    Hillsboro Division is one of the main management and research sections of Duke Forest, comprising a large tract of protected woodland used for education, conservation, and scientific study.
  • B. Waco Division
    The Waco Division is a regional branch of the U.S. District Court for the Western District of Texas that handles federal civil and criminal cases arising from the Waco area and surrounding counties.
  • C. Pecos Division
    The Pecos Division is a regional subdivision of the U.S. District Court for the Western District of Texas that handles federal cases arising from its designated area in West Texas.
  • D. Rock Island District
    Rock Island District is a Metra commuter rail line in the Chicago area that connects downtown Chicago with its southwestern suburbs.
  • E. Waterbury Branch
    The Waterbury Branch is a commuter rail line in Connecticut operated by Metro-North Railroad, running between Waterbury and the New Haven Line at Bridgeport.
  • 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: Farmington Division
Triple: [The Shield, fictionalDivision, Farmington Division]
Generated description
Farmington Division is the gritty, crime-ridden Los Angeles police precinct that serves as the primary setting for the television series "The Shield."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farmington Division
Target entity description: Farmington Division is the gritty, crime-ridden Los Angeles police precinct that serves as the primary setting for the television series "The Shield."
  • A. Hillsboro Division
    Hillsboro Division is one of the main management and research sections of Duke Forest, comprising a large tract of protected woodland used for education, conservation, and scientific study.
  • B. Waco Division
    The Waco Division is a regional branch of the U.S. District Court for the Western District of Texas that handles federal civil and criminal cases arising from the Waco area and surrounding counties.
  • C. Pecos Division
    The Pecos Division is a regional subdivision of the U.S. District Court for the Western District of Texas that handles federal cases arising from its designated area in West Texas.
  • D. Rock Island District
    Rock Island District is a Metra commuter rail line in the Chicago area that connects downtown Chicago with its southwestern suburbs.
  • E. Waterbury Branch
    The Waterbury Branch is a commuter rail line in Connecticut operated by Metro-North Railroad, running between Waterbury and the New Haven Line at Bridgeport.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: fictionalDivision
Context triple: [The Shield, fictionalDivision, Farmington Division]
  • A. fictionalHeadquartersLocation
    Indicates the place where a fictional organization, group, or entity is based or has its main headquarters within a fictional context.
  • B. fictionalOrigin
    Indicates that one entity originates from, or was first introduced within, a fictional work, universe, or narrative created by another entity.
  • C. fictionalizationOf
    Indicates that one entity is a fictional or dramatized representation, adaptation, or reimagining of another (typically real or earlier) entity or event.
  • D. hasFictionalTownBasedOn
    Indicates that a fictional town is modeled on, inspired by, or derived from a specific real-world town or location.
  • E. divisionTitle chosen
    Indicates the formal name or title assigned to a specific division within a larger organization or structure.
  • F. None of above.

Provenance (6 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_69ad8b187fc8819085914d3c9ea3142d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99f2e5888190b3346012e2578dab completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b10908cfe48190bf244d5a3dbc958b completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10ab5e3488190b2d8c98dd296cbe5 completed March 11, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69b10b1664f081909b521ee8dd5954f9 completed March 11, 2026, 6:26 a.m.
PD Predicate disambiguation batch_69ad9615fefc8190ad96da92519cb7a3 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:59 p.m.