Triple

T13969203
Position Surface form Disambiguated ID Type / Status
Subject Geri Halliwell-Horner E336008 entity
Predicate notableWork P4 FINISHED
Object solo single "Look at Me"
"Look at Me" is the debut solo single by British singer Geri Halliwell (Geri Halliwell-Horner), released after her departure from the Spice Girls and known for its bold, theatrical style and reinvention of her image.
E1071030 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: solo single "Look at Me" | Statement: [Geri Halliwell-Horner, notableWork, solo single "Look at Me"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: solo single "Look at Me"
Context triple: [Geri Halliwell-Horner, notableWork, solo single "Look at Me"]
  • A. "Look at Me"
    "Look at Me" is a track by Lil Wayne from his 2002 studio album *500 Degreez*, showcasing his early 2000s Southern hip hop style.
  • B. Look at Me Now
    "Look at Me Now" is a 2011 hip hop single by Chris Brown featuring Lil Wayne and Busta Rhymes, known for its rapid-fire rap verses and club-oriented production.
  • C. Look at Me
    "Look at Me" is a song best known as the breakout hit by American rapper XXXTentacion, noted for its raw, distorted sound and viral rise on streaming platforms.
  • D. Look at Me
    "Look at Me" is a critically acclaimed novel by Jennifer Egan that explores identity, celebrity culture, and the impact of media in contemporary American life.
  • E. Lookin’ at Me
    "Lookin’ at Me" is a hip hop single by Mase featuring Puff Daddy, known for its smooth production and catchy hook from Mase’s debut album "Harlem World."
  • 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: solo single "Look at Me"
Triple: [Geri Halliwell-Horner, notableWork, solo single "Look at Me"]
Generated description
"Look at Me" is the debut solo single by British singer Geri Halliwell (Geri Halliwell-Horner), released after her departure from the Spice Girls and known for its bold, theatrical style and reinvention of her image.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: solo single "Look at Me"
Target entity description: "Look at Me" is the debut solo single by British singer Geri Halliwell (Geri Halliwell-Horner), released after her departure from the Spice Girls and known for its bold, theatrical style and reinvention of her image.
  • A. "Look at Me"
    "Look at Me" is a track by Lil Wayne from his 2002 studio album *500 Degreez*, showcasing his early 2000s Southern hip hop style.
  • B. Look at Me Now
    "Look at Me Now" is a 2011 hip hop single by Chris Brown featuring Lil Wayne and Busta Rhymes, known for its rapid-fire rap verses and club-oriented production.
  • C. Look at Me
    "Look at Me" is a critically acclaimed novel by Jennifer Egan that explores identity, celebrity culture, and the impact of media in contemporary American life.
  • D. Look at Me
    "Look at Me" is a song best known as the breakout hit by American rapper XXXTentacion, noted for its raw, distorted sound and viral rise on streaming platforms.
  • E. Lookin’ at Me
    "Lookin’ at Me" is a hip hop single by Mase featuring Puff Daddy, known for its smooth production and catchy hook from Mase’s debut album "Harlem World."
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e8daeac8190aadd4b3b60222482 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1dc838c8190bbcfefd69ea29965 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba2b8e32081909cd32ed0bd255072 completed May 6, 2026, 8:21 p.m.
NED2 Entity disambiguation (via description) batch_69fba322460c81909aa36b661f39efcd completed May 6, 2026, 8:22 p.m.
Created at: April 9, 2026, 10:18 p.m.