Triple

T19828727
Position Surface form Disambiguated ID Type / Status
Subject Robert Duvall as Boss Spearman E476397 entity
Predicate centralThemeInvolving P6627 FINISHED
Object frontierJustice
Frontier justice refers to the rough, informal system of law and order practiced in remote or lawless regions, often characterized by vigilante actions and personal retribution rather than formal legal institutions.
 E1397223 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: frontierJustice | Statement: [Robert Duvall as Boss Spearman, centralThemeInvolving, frontierJustice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: frontierJustice
Context triple: [Robert Duvall as Boss Spearman, centralThemeInvolving, frontierJustice]
  • A. Frontier
    Frontier is a beer brand produced by the historic Griffin Brewery, known for its modern, hop-forward lager style.
  • B. Frontier
    Frontier is a cutting-edge exascale supercomputer recognized as one of the world’s most powerful systems for scientific research and high-performance computing.
  • C. Frontier
    Frontier is a pioneering scripting and content management system created by software developer and blogger Dave Winer, influential in the early evolution of web publishing and blogging tools.
  • D. Frontier
    Frontier is a groundbreaking modern dance solo choreographed by Martha Graham that explores themes of pioneering spirit and the American frontier.
  • E. Frontier
    Frontier is a historical drama television series set in the 18th-century North American fur trade, known for its gritty portrayal of power struggles and starring Jason Momoa as a rogue trader.
  • 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: frontierJustice
Triple: [Robert Duvall as Boss Spearman, centralThemeInvolving, frontierJustice]
Generated description
Frontier justice refers to the rough, informal system of law and order practiced in remote or lawless regions, often characterized by vigilante actions and personal retribution rather than formal legal institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: frontierJustice
Target entity description: Frontier justice refers to the rough, informal system of law and order practiced in remote or lawless regions, often characterized by vigilante actions and personal retribution rather than formal legal institutions.
  • A. Frontier
    Frontier is a pioneering scripting and content management system created by software developer and blogger Dave Winer, influential in the early evolution of web publishing and blogging tools.
  • B. Frontier
    Frontier is a beer brand produced by the historic Griffin Brewery, known for its modern, hop-forward lager style.
  • C. Frontier
    Frontier is a cutting-edge exascale supercomputer recognized as one of the world’s most powerful systems for scientific research and high-performance computing.
  • D. Frontier
    Frontier is the expansive wilderness region featured in Assassin's Creed III, characterized by forests, wildlife, and scattered settlements between major cities.
  • E. Frontier
    Frontier is a groundbreaking modern dance solo choreographed by Martha Graham that explores themes of pioneering spirit and the American frontier.
  • 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_69d8e51c7c188190b926f3a2a7b5f881 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e656ccd3748190adeaed9a431f8979 completed April 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccd5e2e08190a4a416ce2a3e7a36 completed May 16, 2026, 1:48 a.m.
NEDg Description generation batch_6a07d01d78c481908faff4cb29e1494e completed May 16, 2026, 2:02 a.m.
NED2 Entity disambiguation (via description) batch_6a07d0d94c3881909ca241d22938637a completed May 16, 2026, 2:05 a.m.
Created at: April 10, 2026, 1:50 p.m.