Triple

T6262661
Position Surface form Disambiguated ID Type / Status
Subject Norman Taurog E140336 entity
Predicate directed P7373 FINISHED
Object Girls! Girls! Girls!
Girls! Girls! Girls! is a 1962 musical comedy film starring Elvis Presley as a Hawaiian fisherman and nightclub singer, featuring numerous song-and-dance numbers set against a tropical backdrop.
E582790 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: Girls! Girls! Girls! | Statement: [Norman Taurog, directed, Girls! Girls! Girls!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Girls! Girls! Girls!
Context triple: [Norman Taurog, directed, Girls! Girls! Girls!]
  • A. Girls, Girls, Girls
    "Girls, Girls, Girls" is a popular Jay-Z song produced by Just Blaze, known for its playful narrative about the rapper’s relationships and its soulful, sample-driven beat.
  • B. For the Girls
    For the Girls is a studio album by Kristin Chenoweth that pays tribute to iconic female singers and their classic songs.
  • C. Most Girls
    "Most Girls" is a 2017 pop single by American singer and actress Hailee Steinfeld that promotes female empowerment and individuality.
  • D. My Girls
    "My Girls" is a song by Christina Aguilera from her 2010 electro-pop album *Bionic*, blending dance-pop production with themes of female camaraderie and empowerment.
  • E. All Girls Are the Same
    "All Girls Are the Same" is a breakout emo-rap single by Juice WRLD that helped launch his mainstream career with its melodic delivery and themes of heartbreak and emotional pain.
  • 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: Girls! Girls! Girls!
Triple: [Norman Taurog, directed, Girls! Girls! Girls!]
Generated description
Girls! Girls! Girls! is a 1962 musical comedy film starring Elvis Presley as a Hawaiian fisherman and nightclub singer, featuring numerous song-and-dance numbers set against a tropical backdrop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Girls! Girls! Girls!
Target entity description: Girls! Girls! Girls! is a 1962 musical comedy film starring Elvis Presley as a Hawaiian fisherman and nightclub singer, featuring numerous song-and-dance numbers set against a tropical backdrop.
  • A. Girls, Girls, Girls
    "Girls, Girls, Girls" is a popular Jay-Z song produced by Just Blaze, known for its playful narrative about the rapper’s relationships and its soulful, sample-driven beat.
  • B. For the Girls
    For the Girls is a studio album by Kristin Chenoweth that pays tribute to iconic female singers and their classic songs.
  • C. Most Girls
    "Most Girls" is a 2017 pop single by American singer and actress Hailee Steinfeld that promotes female empowerment and individuality.
  • D. My Girls
    "My Girls" is a song by Christina Aguilera from her 2010 electro-pop album *Bionic*, blending dance-pop production with themes of female camaraderie and empowerment.
  • E. All Girls Are the Same
    "All Girls Are the Same" is a breakout emo-rap single by Juice WRLD that helped launch his mainstream career with its melodic delivery and themes of heartbreak and emotional pain.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06387fec0819095b47a37b9402aa9 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5192b99d4819083ab6e6f2092547b completed March 26, 2026, 11:31 a.m.
NEDg Description generation batch_69c51b04fa688190a366d5c90150a530 completed March 26, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69c583978758819094aebde9d410f849 completed March 26, 2026, 7:05 p.m.
Created at: March 22, 2026, 4:25 p.m.