Triple

T16993245
Position Surface form Disambiguated ID Type / Status
Subject Full Force E412245 entity
Predicate hasMember P10 FINISHED
Object Shy Shy George
Shy Shy George is a member of the R&B and hip hop production and performance group Full Force, known for their work in the 1980s and 1990s music scene.
 E1244019 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: Shy Shy George | Statement: [Full Force, hasMember, Shy Shy George]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shy Shy George
Context triple: [Full Force, hasMember, Shy Shy George]
  • A. Mother of George
    Mother of George is a visually striking 2013 drama film, celebrated for its lush cinematography and intimate portrayal of a Nigerian couple in Brooklyn.
  • B. Big George
    Big George is the famous nickname of George Foreman, the two-time world heavyweight boxing champion and Olympic gold medalist who later became a successful entrepreneur and television personality.
  • C. Big George
    Big George is a prominent character in William T. Vollmann’s novel "You Bright and Risen Angels," serving as one of the key figures in its surreal, politically charged narrative.
  • D. Geeez ‘n’ Gosh
    Geeez ‘n’ Gosh is an alias of German electronic music producer Uwe Schmidt, under which he explores experimental and minimalist techno sounds.
  • E. Miss Geist
    Miss Geist is a kind-hearted, socially conscious teacher who serves as a catalyst for the protagonist’s personal growth in the stage musical adaptation of "Clueless."
  • 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: Shy Shy George
Triple: [Full Force, hasMember, Shy Shy George]
Generated description
Shy Shy George is a member of the R&B and hip hop production and performance group Full Force, known for their work in the 1980s and 1990s music scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shy Shy George
Target entity description: Shy Shy George is a member of the R&B and hip hop production and performance group Full Force, known for their work in the 1980s and 1990s music scene.
  • A. Mother of George
    Mother of George is a visually striking 2013 drama film, celebrated for its lush cinematography and intimate portrayal of a Nigerian couple in Brooklyn.
  • B. Big George
    Big George is the famous nickname of George Foreman, the two-time world heavyweight boxing champion and Olympic gold medalist who later became a successful entrepreneur and television personality.
  • C. Big George
    Big George is a prominent character in William T. Vollmann’s novel "You Bright and Risen Angels," serving as one of the key figures in its surreal, politically charged narrative.
  • D. Geeez ‘n’ Gosh
    Geeez ‘n’ Gosh is an alias of German electronic music producer Uwe Schmidt, under which he explores experimental and minimalist techno sounds.
  • E. Miss Geist
    Miss Geist is a kind-hearted, socially conscious teacher who serves as a catalyst for the protagonist’s personal growth in the stage musical adaptation of "Clueless."
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d28535788190bdfcb6201a9024b5 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc16fbdc819095411a056b9942c3 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a00dc96a9588190b020fd7fd1deee2b completed May 10, 2026, 7:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0114e04e00819093805024f8417fad completed May 10, 2026, 11:29 p.m.
Created at: April 10, 2026, 5:32 a.m.