Triple

T3660024
Position Surface form Disambiguated ID Type / Status
Subject The Age of Steel E77624 entity
Predicate features P997 FINISHED
Object Preachers (resistance group)
Preachers is a human resistance group in the Doctor Who universe that opposes the Cybermen’s regime in the parallel Earth setting of the episode "The Age of Steel."
E377995 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: Preachers (resistance group) | Statement: [The Age of Steel, features, Preachers (resistance group)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Preachers (resistance group)
Context triple: [The Age of Steel, features, Preachers (resistance group)]
  • A. Five Percenters
    The Five Percenters, or Five-Percent Nation, is a cultural and religious movement that emerged from the Nation of Islam in the 1960s and teaches that Black people are the original people and that five percent of the population are enlightened to this truth and tasked with educating others.
  • B. Praesidium Libertatis
    Praesidium Libertatis is the Latin motto of Leiden University, traditionally translated as "Bastion of Freedom" and reflecting the institution’s historic role in defending liberty and intellectual independence.
  • C. People’s Front of Judea
    The People’s Front of Judea is a fictional, satirical revolutionary group from the film "Monty Python’s Life of Brian," known for parodying factionalism in political movements.
  • D. The Purifiers
    The Purifiers is a 2004 British martial-arts action film set in a dystopian future where rival gangs battle for control of a city.
  • E. Wench Brigades
    Wench Brigades are costumed performance groups, traditionally associated with Philadelphia’s Mummers Parade, known for their lively music, dancing, and satirical street theatrics.
  • 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: Preachers (resistance group)
Triple: [The Age of Steel, features, Preachers (resistance group)]
Generated description
Preachers is a human resistance group in the Doctor Who universe that opposes the Cybermen’s regime in the parallel Earth setting of the episode "The Age of Steel."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Preachers (resistance group)
Target entity description: Preachers is a human resistance group in the Doctor Who universe that opposes the Cybermen’s regime in the parallel Earth setting of the episode "The Age of Steel."
  • A. Five Percenters
    The Five Percenters, or Five-Percent Nation, is a cultural and religious movement that emerged from the Nation of Islam in the 1960s and teaches that Black people are the original people and that five percent of the population are enlightened to this truth and tasked with educating others.
  • B. Praesidium Libertatis
    Praesidium Libertatis is the Latin motto of Leiden University, traditionally translated as "Bastion of Freedom" and reflecting the institution’s historic role in defending liberty and intellectual independence.
  • C. People’s Front of Judea
    The People’s Front of Judea is a fictional, satirical revolutionary group from the film "Monty Python’s Life of Brian," known for parodying factionalism in political movements.
  • D. The Purifiers
    The Purifiers is a 2004 British martial-arts action film set in a dystopian future where rival gangs battle for control of a city.
  • E. Wench Brigades
    Wench Brigades are costumed performance groups, traditionally associated with Philadelphia’s Mummers Parade, known for their lively music, dancing, and satirical street theatrics.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d5e5f881909c7c105827d41071 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48844a380819084c4627a95b4cb3c completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b1e425481908da667914d1a71e6 completed March 13, 2026, 10:09 p.m.
NED2 Entity disambiguation (via description) batch_69b4aefb58448190b7d34343a5dbb0f6 completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:25 p.m.