Triple

T18668912
Position Surface form Disambiguated ID Type / Status
Subject Ray Bronson E456415 entity
Predicate closeFriend P8712 FINISHED
Object Julie James
Julie James is a central character in the "I Know What You Did Last Summer" horror franchise, known as one of the teenagers haunted by a vengeful killer after a fatal accident.
E239881 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: Julie James | Statement: [Ray Bronson, closeFriend, Julie James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie James
Context triple: [Ray Bronson, closeFriend, Julie James]
  • A. Julie James
    Julie James is the central heroine of the I Know What You Did Last Summer slasher film series, a traumatized young woman haunted and hunted after a deadly secret from her past.
  • B. Julie Williams
    Julie Williams is a fictional character from the long-running American soap opera "Days of Our Lives," known as a central member of the Horton family.
  • C. Julie Alexander
    Julie Alexander is an American businesswoman and former wife of legendary television and radio host Larry King.
  • D. Julie Alexander
    Julie Alexander is a person whose specific public identity or notable achievements are not clearly defined from the given information.
  • E. Julie Lynn
    Julie Lynn is an American film producer known for her work on independent and critically acclaimed movies.
  • 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: Julie James
Triple: [Ray Bronson, closeFriend, Julie James]
Generated description
Julie James is a central character in the "I Know What You Did Last Summer" horror franchise, known as one of the teenagers haunted by a vengeful killer after a fatal accident.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie James
Target entity description: Julie James is a central character in the "I Know What You Did Last Summer" horror franchise, known as one of the teenagers haunted by a vengeful killer after a fatal accident.
  • A. Julie James chosen
    Julie James is the central heroine of the I Know What You Did Last Summer slasher film series, a traumatized young woman haunted and hunted after a deadly secret from her past.
  • B. Julie Williams
    Julie Williams is a fictional character from the long-running American soap opera "Days of Our Lives," known as a central member of the Horton family.
  • C. Julie Alexander
    Julie Alexander is an American businesswoman and former wife of legendary television and radio host Larry King.
  • D. Julie Alexander
    Julie Alexander is a person whose specific public identity or notable achievements are not clearly defined from the given information.
  • E. Julie Lynn
    Julie Lynn is an American film producer known for her work on independent and critically acclaimed movies.
  • F. None of above.

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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b0502881909ea05f2746163746 completed April 19, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0575a2137c8190b7e95f13c128e85a completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a05778b5cb08190b6800a0afdb76e8e completed May 14, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_6a05781fce1c81908d3ad3830e9c5cc8 completed May 14, 2026, 7:22 a.m.
Created at: April 10, 2026, 11:48 a.m.