Triple

T9732610
Position Surface form Disambiguated ID Type / Status
Subject The Quiet American E235980 entity
Predicate coverArtist P184 FINISHED
Object Val Biro
Val Biro was a Hungarian-born British illustrator and author best known for his prolific work on children's books and classic literature covers, including his popular "Gumdrop" series.
E818460 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: Val Biro | Statement: [The Quiet American, coverArtist, Val Biro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Val Biro
Context triple: [The Quiet American, coverArtist, Val Biro]
  • A. Joe Bihari
    Joe Bihari was an American record executive and producer best known as one of the Bihari brothers who co-founded and ran influential R&B and blues labels such as Modern and Kent Records in mid-20th-century Los Angeles.
  • B. George Vecsey
    George Vecsey is an American sportswriter and author known for his long career with The New York Times and for co-writing the bestselling biography "Coal Miner’s Daughter" about country singer Loretta Lynn.
  • C. George Katona
    George Katona was a Hungarian-American psychologist and economist known as a pioneer of behavioral economics and consumer sentiment research.
  • D. Val Bedretto
    Val Bedretto is an alpine valley in the Swiss canton of Ticino, known for its scenic mountain landscapes, hiking trails, and traditional villages.
  • E. Viktor Kassai
    Viktor Kassai is a Hungarian football referee renowned for officiating high-profile international matches, including major UEFA and FIFA tournaments.
  • 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: Val Biro
Triple: [The Quiet American, coverArtist, Val Biro]
Generated description
Val Biro was a Hungarian-born British illustrator and author best known for his prolific work on children's books and classic literature covers, including his popular "Gumdrop" series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Val Biro
Target entity description: Val Biro was a Hungarian-born British illustrator and author best known for his prolific work on children's books and classic literature covers, including his popular "Gumdrop" series.
  • A. Joe Bihari
    Joe Bihari was an American record executive and producer best known as one of the Bihari brothers who co-founded and ran influential R&B and blues labels such as Modern and Kent Records in mid-20th-century Los Angeles.
  • B. George Vecsey
    George Vecsey is an American sportswriter and author known for his long career with The New York Times and for co-writing the bestselling biography "Coal Miner’s Daughter" about country singer Loretta Lynn.
  • C. George Katona
    George Katona was a Hungarian-American psychologist and economist known as a pioneer of behavioral economics and consumer sentiment research.
  • D. Val Bedretto
    Val Bedretto is an alpine valley in the Swiss canton of Ticino, known for its scenic mountain landscapes, hiking trails, and traditional villages.
  • E. Viktor Kassai
    Viktor Kassai is a Hungarian football referee renowned for officiating high-profile international matches, including major UEFA and FIFA tournaments.
  • 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_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb3d6e4819090b3c7fb92550c57 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afc4dcc4819096d29c1a0529d272 completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b06d39b48190adaadbc81b4ffb9a completed April 5, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1511c7c8190ba7bc691ab2d3a13 completed April 5, 2026, 12:48 a.m.
Created at: March 30, 2026, 8:22 p.m.