Triple

T13811615
Position Surface form Disambiguated ID Type / Status
Subject Stay Human E331905 entity
Predicate hasMember P10 FINISHED
Object Louis Cato
Louis Cato is an American multi-instrumentalist, producer, and bandleader best known for leading the house band on "The Late Show with Stephen Colbert."
E1062194 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: Louis Cato | Statement: [Stay Human, hasMember, Louis Cato]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Cato
Context triple: [Stay Human, hasMember, Louis Cato]
  • A. Antoine Hastoy
    Antoine Hastoy is a French rugby union fly-half known for his playmaking skills in the Top 14 and appearances with the French national team.
  • B. Lennox Cato
    Lennox Cato is a British antiques dealer and television expert best known for his appearances on the BBC’s "Antiques Roadshow."
  • C. Gabriel Le Duc
    Gabriel Le Duc was a 17th-century French architect best known for his work on the Val-de-Grâce church and complex in Paris.
  • D. Charles Debbas
    Charles Debbas was a Lebanese statesman and lawyer who became the first president of the Lebanese Republic under the French Mandate in the early 20th century.
  • E. Marshal Catinat
    Marshal Catinat was a prominent 17th-century French general and Marshal of France, noted for his disciplined leadership and key victories under Louis XIV.
  • 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: Louis Cato
Triple: [Stay Human, hasMember, Louis Cato]
Generated description
Louis Cato is an American multi-instrumentalist, producer, and bandleader best known for leading the house band on "The Late Show with Stephen Colbert."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Cato
Target entity description: Louis Cato is an American multi-instrumentalist, producer, and bandleader best known for leading the house band on "The Late Show with Stephen Colbert."
  • A. Antoine Hastoy
    Antoine Hastoy is a French rugby union fly-half known for his playmaking skills in the Top 14 and appearances with the French national team.
  • B. Lennox Cato
    Lennox Cato is a British antiques dealer and television expert best known for his appearances on the BBC’s "Antiques Roadshow."
  • C. Gabriel Le Duc
    Gabriel Le Duc was a 17th-century French architect best known for his work on the Val-de-Grâce church and complex in Paris.
  • D. Charles Debbas
    Charles Debbas was a Lebanese statesman and lawyer who became the first president of the Lebanese Republic under the French Mandate in the early 20th century.
  • E. Marshal Catinat
    Marshal Catinat was a prominent 17th-century French general and Marshal of France, noted for his disciplined leadership and key victories under Louis XIV.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de026ff6b481908066d6bf27064417 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b09161108190abbd97a30af9ab49 completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b138fda88190b2b7ffb51ce02a40 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b28ca218819097fc35042d3b278a completed May 3, 2026, 8:39 p.m.
Created at: April 9, 2026, 10:12 p.m.