Triple

T9679385
Position Surface form Disambiguated ID Type / Status
Subject Something Just Like This E234242 entity
Predicate musicVideoDirector P4911 FINISHED
Object James Zwadlo
James Zwadlo is a music video director best known for directing the video for The Chainsmokers and Coldplay’s hit single "Something Just Like This."
E813316 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: James Zwadlo | Statement: [Something Just Like This, musicVideoDirector, James Zwadlo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Zwadlo
Context triple: [Something Just Like This, musicVideoDirector, James Zwadlo]
  • A. John Wolyniec
    John Wolyniec is a former American professional soccer forward best known for his time with the New York/New Jersey MetroStars and New York Red Bulls in Major League Soccer.
  • B. Jeff Jagodzinski
    Jeff Jagodzinski is an American football coach best known for his tenure as head coach at Boston College and his extensive experience as an offensive coach in both college football and the NFL.
  • C. Mark Czyzewski
    Mark Czyzewski is an editor known for his work on the film "Greyhound."
  • D. John Zaremba
    John Zaremba was an American character actor known for his frequent roles in 1950s–1960s science fiction films and television series.
  • E. John Curulewski
    John Curulewski was an American guitarist and founding member of the rock band Styx, contributing to their early albums before leaving the group in the mid-1970s.
  • 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: James Zwadlo
Triple: [Something Just Like This, musicVideoDirector, James Zwadlo]
Generated description
James Zwadlo is a music video director best known for directing the video for The Chainsmokers and Coldplay’s hit single "Something Just Like This."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Zwadlo
Target entity description: James Zwadlo is a music video director best known for directing the video for The Chainsmokers and Coldplay’s hit single "Something Just Like This."
  • A. John Wolyniec
    John Wolyniec is a former American professional soccer forward best known for his time with the New York/New Jersey MetroStars and New York Red Bulls in Major League Soccer.
  • B. Jeff Jagodzinski
    Jeff Jagodzinski is an American football coach best known for his tenure as head coach at Boston College and his extensive experience as an offensive coach in both college football and the NFL.
  • C. Mark Czyzewski
    Mark Czyzewski is an editor known for his work on the film "Greyhound."
  • D. John Zaremba
    John Zaremba was an American character actor known for his frequent roles in 1950s–1960s science fiction films and television series.
  • E. John Curulewski
    John Curulewski was an American guitarist and founding member of the rock band Styx, contributing to their early albums before leaving the group in the mid-1970s.
  • 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_69ca84c99e34819092e5563a7106cfca completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9c9c586c8190abc0ab1771bf6c5c completed April 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a395a508190a185d08f3719ee09 completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18b28b8c88190ba658f7c3f5e438c completed April 4, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69d18bb5d1908190a34dec67fd98a226 completed April 4, 2026, 10:07 p.m.
Created at: March 30, 2026, 8:16 p.m.