Triple

T1864675
Position Surface form Disambiguated ID Type / Status
Subject I Still Know What You Did Last Summer E34892 entity
Predicate mainCharacter P1183 FINISHED
Object 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.
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: [I Still Know What You Did Last Summer, mainCharacter, Julie James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie James
Context triple: [I Still Know What You Did Last Summer, mainCharacter, Julie James]
  • A. Julie Alexander
    Julie Alexander is an American businesswoman and former wife of legendary television and radio host Larry King.
  • B. Julie Packard
    Julie Packard is a marine biologist and conservationist best known as the founding executive director of the Monterey Bay Aquarium and a prominent advocate for ocean conservation.
  • C. Julie Beckman
    Julie Beckman is an American architect best known for co-designing the National 9/11 Pentagon Memorial in Arlington, Virginia.
  • D. Julie Buck
    Julie Buck is a member of the Buck family, known primarily as a relative of American sportscaster Joe Buck.
  • E. Sheila Kelley
    Sheila Kelley is an American actress and dancer best known for her roles in film and television and for founding the S Factor pole-dance fitness movement.
  • 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: [I Still Know What You Did Last Summer, mainCharacter, Julie James]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie James
Target entity description: 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.
  • A. Julie Alexander
    Julie Alexander is an American businesswoman and former wife of legendary television and radio host Larry King.
  • B. Julie Packard
    Julie Packard is a marine biologist and conservationist best known as the founding executive director of the Monterey Bay Aquarium and a prominent advocate for ocean conservation.
  • C. Julie Beckman
    Julie Beckman is an American architect best known for co-designing the National 9/11 Pentagon Memorial in Arlington, Virginia.
  • D. Julie Buck
    Julie Buck is a member of the Buck family, known primarily as a relative of American sportscaster Joe Buck.
  • E. Sheila Kelley
    Sheila Kelley is an American actress and dancer best known for her roles in film and television and for founding the S Factor pole-dance fitness movement.
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0a0b4b881908b07c07db624701d completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58b4c9ac8190b9b54dc08f9440bf completed March 9, 2026, 5:20 a.m.
NEDg Description generation batch_69ae599c6b288190b7e173ffc505c605 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a42675c8190a019034e8a6bda21 completed March 9, 2026, 5:27 a.m.
Created at: March 4, 2026, 7:34 p.m.