Triple

T927183
Position Surface form Disambiguated ID Type / Status
Subject Love Me Now E20009 entity
Predicate writer P1360 FINISHED
Object John Ryan
John Ryan is an American songwriter and producer known for co-writing numerous pop hits for artists such as One Direction, Maroon 5, and Jason Derulo.
E153762 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: John Ryan | Statement: [Love Me Now, writer, John Ryan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Ryan
Context triple: [Love Me Now, writer, John Ryan]
  • A. William Ryan
    William Ryan is a marine geologist and oceanographer known for his influential work on seafloor spreading and the geological history of the Black Sea, including the "Noah's Flood" hypothesis.
  • B. Martin Connor
    Martin Connor is a film editor known for his work on the biographical war drama "The Railway Man."
  • C. Jack Driscoll
    Jack Driscoll is a central heroic character in the 1933 film "King Kong," serving as the ship's first mate and the primary human protagonist who helps rescue Ann Darrow from the giant ape.
  • D. Sean Kilpatrick
    Sean Kilpatrick is an American professional basketball player known for his scoring ability as a guard in the NBA and overseas leagues.
  • E. James Robb
    James Robb was a senior Royal Air Force officer who rose to high command during and after the Second World War, including leadership of Fighter Command.
  • 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: John Ryan
Triple: [Love Me Now, writer, John Ryan]
Generated description
John Ryan is an American songwriter and producer known for co-writing numerous pop hits for artists such as One Direction, Maroon 5, and Jason Derulo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Ryan
Target entity description: John Ryan is an American songwriter and producer known for co-writing numerous pop hits for artists such as One Direction, Maroon 5, and Jason Derulo.
  • A. William Ryan
    William Ryan is a marine geologist and oceanographer known for his influential work on seafloor spreading and the geological history of the Black Sea, including the "Noah's Flood" hypothesis.
  • B. Martin Connor
    Martin Connor is a film editor known for his work on the biographical war drama "The Railway Man."
  • C. Jack Driscoll
    Jack Driscoll is a central heroic character in the 1933 film "King Kong," serving as the ship's first mate and the primary human protagonist who helps rescue Ann Darrow from the giant ape.
  • D. Sean Kilpatrick
    Sean Kilpatrick is an American professional basketball player known for his scoring ability as a guard in the NBA and overseas leagues.
  • E. James Robb
    James Robb was a senior Royal Air Force officer who rose to high command during and after the Second World War, including leadership of Fighter Command.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b32de3cc81908a0ef885795677ff completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc5ff51c48190ab9b096d9d885d8f completed March 8, 2026, 12:42 a.m.
NEDg Description generation batch_69acc6ae66408190bf48fe3150a08116 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc73b92248190b723cb64046799e3 completed March 8, 2026, 12:47 a.m.
Created at: March 1, 2026, 7:40 p.m.