Triple

T11059877
Position Surface form Disambiguated ID Type / Status
Subject Catharism E261480 entity
Predicate followersCalled P88750 FINISHED
Object Good Men
Good Men were the ascetic spiritual leaders and adherents of the medieval Christian dualist movement known as Catharism, particularly active in southern France and northern Italy.
 E902825 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: Good Men | Statement: [Catharism, followersCalled, Good Men]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Good Men
Context triple: [Catharism, followersCalled, Good Men]
  • A. Good Man
    "Good Man" is a contemporary R&B song by American singer Ne-Yo, known for its smooth production and themes of commitment and personal growth in relationships.
  • B. Good Man
    "Good Man" is a soulful, retro-inspired track by Raphael Saadiq from his album *Stone Rollin'* that blends classic R&B with modern production.
  • C. Good People
    "Good People" is a mellow, socially conscious acoustic song by Jack Johnson that critiques the influence of television and media on modern society.
  • D. Gentlemen
    Gentlemen is the nickname and mascot identity for the men's athletic teams of Centenary College of Louisiana.
  • E. Gentlemen
    Gentlemen is a critically acclaimed Swedish novel by Klas Östergren that blends crime, satire, and historical reflection in a cult-favorite portrayal of Stockholm in the late 20th century.
  • 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: Good Men
Triple: [Catharism, followersCalled, Good Men]
Generated description
Good Men were the ascetic spiritual leaders and adherents of the medieval Christian dualist movement known as Catharism, particularly active in southern France and northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Good Men
Target entity description: Good Men were the ascetic spiritual leaders and adherents of the medieval Christian dualist movement known as Catharism, particularly active in southern France and northern Italy.
  • A. Good Man
    "Good Man" is a contemporary R&B song by American singer Ne-Yo, known for its smooth production and themes of commitment and personal growth in relationships.
  • B. Good Man
    "Good Man" is a soulful, retro-inspired track by Raphael Saadiq from his album *Stone Rollin'* that blends classic R&B with modern production.
  • C. Good People
    "Good People" is a mellow, socially conscious acoustic song by Jack Johnson that critiques the influence of television and media on modern society.
  • D. Gentlemen
    Gentlemen is the nickname and mascot identity for the men's athletic teams of Centenary College of Louisiana.
  • E. Gentlemen
    Gentlemen is a critically acclaimed Swedish novel by Klas Östergren that blends crime, satire, and historical reflection in a cult-favorite portrayal of Stockholm in the late 20th century.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798e991848190b07c2f48dae38681 completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c87ab0308190a6a6ada1708f0ec2 completed April 18, 2026, 6:07 p.m.
NEDg Description generation batch_69e3cefc00148190a1850dc6e31523c3 completed April 18, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69e3d014a644819092c76aa02b573ca9 completed April 18, 2026, 6:40 p.m.
Created at: April 8, 2026, 9:26 p.m.