Triple

T11307785
Position Surface form Disambiguated ID Type / Status
Subject Girls Like You E267758 entity
Predicate writer P1360 FINISHED
Object Gian Stone
Gian Stone is an American songwriter and producer known for co-writing and producing hit pop songs for major artists such as Maroon 5, Justin Bieber, and Ariana Grande.
E917169 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: Gian Stone | Statement: [Girls Like You, writer, Gian Stone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gian Stone
Context triple: [Girls Like You, writer, Gian Stone]
  • A. Jericho Stone
    Jericho Stone is a screenwriter best known for his work on the film "The Black Stallion Returns."
  • B. Shane Stoneback
    Shane Stoneback is a music producer and engineer known for his work on indie and alternative records, including Sky Ferreira’s album "Night Time, My Time."
  • C. Robin Stone
    Robin Stone is the ambitious, charismatic television executive who serves as the central figure in Jacqueline Susann’s novel "The Love Machine."
  • D. John Stonehouse
    John Stonehouse was a British Labour politician and former cabinet minister best known for faking his own death in 1974 in an attempt to escape financial and legal troubles.
  • E. Jacob Stone
    Jacob Stone is a brilliant yet unassuming polymath and art historian who serves as one of the adventurous, magic-protecting heroes in the fantasy television series "The Librarians."
  • 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: Gian Stone
Triple: [Girls Like You, writer, Gian Stone]
Generated description
Gian Stone is an American songwriter and producer known for co-writing and producing hit pop songs for major artists such as Maroon 5, Justin Bieber, and Ariana Grande.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gian Stone
Target entity description: Gian Stone is an American songwriter and producer known for co-writing and producing hit pop songs for major artists such as Maroon 5, Justin Bieber, and Ariana Grande.
  • A. Jericho Stone
    Jericho Stone is a screenwriter best known for his work on the film "The Black Stallion Returns."
  • B. Shane Stoneback
    Shane Stoneback is a music producer and engineer known for his work on indie and alternative records, including Sky Ferreira’s album "Night Time, My Time."
  • C. Robin Stone
    Robin Stone is the ambitious, charismatic television executive who serves as the central figure in Jacqueline Susann’s novel "The Love Machine."
  • D. John Stonehouse
    John Stonehouse was a British Labour politician and former cabinet minister best known for faking his own death in 1974 in an attempt to escape financial and legal troubles.
  • E. Jacob Stone
    Jacob Stone is a brilliant yet unassuming polymath and art historian who serves as one of the adventurous, magic-protecting heroes in the fantasy television series "The Librarians."
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9bf87d88190904c2d174578ebbf completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a70022081908bc74185003a3503 completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510fb1e288190a7a38fe896d7b91d completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.