Triple

T9015354
Position Surface form Disambiguated ID Type / Status
Subject Nightcrawler E215580 entity
Predicate character P662 FINISHED
Object Joe Loder
Joe Loder is a rival freelance crime videographer in the film "Nightcrawler," competing with protagonist Lou Bloom to sell graphic footage to local news stations.
 E774156 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: Joe Loder | Statement: [Nightcrawler, character, Joe Loder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joe Loder
Context triple: [Nightcrawler, character, Joe Loder]
  • A. Lou Lombardo
    Lou Lombardo was a film editor known for his work on notable movies including the romantic comedy-drama "Moonstruck."
  • B. Johnny Loughran
    Johnny Loughran is the energetic, easygoing human who becomes Dracula’s son-in-law and a central comedic character in the Hotel Transylvania animated film series.
  • C. Ed Furillo
    Ed Furillo is a tough, cynical middle-aged man grappling with a midlife crisis in the comedy film "City Slickers," where he joins friends on a cattle drive to rediscover purpose and meaning.
  • D. Sam Lombardo
    Sam Lombardo is the charismatic high school guidance counselor at the center of the twisting sexual assault and conspiracy plot in the 1998 neo-noir thriller film "Wild Things."
  • E. Frank Laico
    Frank Laico was an American recording engineer renowned for his work at Columbia Records, where he helped shape the sound of landmark jazz and popular music albums in the mid-20th century.
  • 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: Joe Loder
Triple: [Nightcrawler, character, Joe Loder]
Generated description
Joe Loder is a rival freelance crime videographer in the film "Nightcrawler," competing with protagonist Lou Bloom to sell graphic footage to local news stations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joe Loder
Target entity description: Joe Loder is a rival freelance crime videographer in the film "Nightcrawler," competing with protagonist Lou Bloom to sell graphic footage to local news stations.
  • A. Lou Lombardo
    Lou Lombardo was a film editor known for his work on notable movies including the romantic comedy-drama "Moonstruck."
  • B. Johnny Loughran
    Johnny Loughran is the energetic, easygoing human who becomes Dracula’s son-in-law and a central comedic character in the Hotel Transylvania animated film series.
  • C. Ed Furillo
    Ed Furillo is a tough, cynical middle-aged man grappling with a midlife crisis in the comedy film "City Slickers," where he joins friends on a cattle drive to rediscover purpose and meaning.
  • D. Sam Lombardo
    Sam Lombardo is the charismatic high school guidance counselor at the center of the twisting sexual assault and conspiracy plot in the 1998 neo-noir thriller film "Wild Things."
  • E. Frank Laico
    Frank Laico was an American recording engineer renowned for his work at Columbia Records, where he helped shape the sound of landmark jazz and popular music albums in the mid-20th century.
  • 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_69ca83a38aa88190bf1bb80c4548b5e2 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69fc0e4c819080b60456375f94cd completed April 1, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfeb7117c48190a9dca7bbdabe9e3d completed April 3, 2026, 4:31 p.m.
NEDg Description generation batch_69cfed0af5a8819096223cb8c928296b completed April 3, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfed7322c48190b82599e63abd523a completed April 3, 2026, 4:40 p.m.
Created at: March 30, 2026, 7:06 p.m.