Triple

T20636688
Position Surface form Disambiguated ID Type / Status
Subject Helen Shivers E507100 entity
Predicate setting P1957 FINISHED
Object Southport Fourth of July celebration
The Southport Fourth of July celebration is a small-town Independence Day festival in coastal North Carolina, featuring parades, fireworks, and community events that provide the backdrop for Helen Shivers’ story in "I Know What You Did Last Summer."
E1442353 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: Southport Fourth of July celebration | Statement: [Helen Shivers, setting, Southport Fourth of July celebration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southport Fourth of July celebration
Context triple: [Helen Shivers, setting, Southport Fourth of July celebration]
  • A. Bristol Fourth of July Parade
    The Bristol Fourth of July Parade is the oldest continuous Independence Day celebration in the United States, renowned for its historic, patriotic festivities in Bristol, Rhode Island.
  • B. Newport Carnival
    Newport Carnival is a long-running annual community festival in Newport, Shropshire, featuring a parade, entertainment, and local celebrations.
  • C. Beaufort Water Festival
    The Beaufort Water Festival is an annual summer celebration in Beaufort, South Carolina, featuring boat races, concerts, parades, and various waterfront activities highlighting the town’s coastal culture.
  • D. Old Town Festival
    The Old Town Festival is a vibrant annual cultural celebration in Xanthi, Greece, featuring traditional music, dance, costumes, and events that highlight the city’s historic quarter.
  • E. St. Johns Parade
    St. Johns Parade is a community parade held in the St. Johns neighborhood, typically featuring local groups, performances, and family-friendly festivities.
  • 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: Southport Fourth of July celebration
Triple: [Helen Shivers, setting, Southport Fourth of July celebration]
Generated description
The Southport Fourth of July celebration is a small-town Independence Day festival in coastal North Carolina, featuring parades, fireworks, and community events that provide the backdrop for Helen Shivers’ story in "I Know What You Did Last Summer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southport Fourth of July celebration
Target entity description: The Southport Fourth of July celebration is a small-town Independence Day festival in coastal North Carolina, featuring parades, fireworks, and community events that provide the backdrop for Helen Shivers’ story in "I Know What You Did Last Summer."
  • A. Bristol Fourth of July Parade
    The Bristol Fourth of July Parade is the oldest continuous Independence Day celebration in the United States, renowned for its historic, patriotic festivities in Bristol, Rhode Island.
  • B. Newport Carnival
    Newport Carnival is a long-running annual community festival in Newport, Shropshire, featuring a parade, entertainment, and local celebrations.
  • C. Beaufort Water Festival
    The Beaufort Water Festival is an annual summer celebration in Beaufort, South Carolina, featuring boat races, concerts, parades, and various waterfront activities highlighting the town’s coastal culture.
  • D. Old Town Festival
    The Old Town Festival is a vibrant annual cultural celebration in Xanthi, Greece, featuring traditional music, dance, costumes, and events that highlight the city’s historic quarter.
  • E. St. Johns Parade
    St. Johns Parade is a community parade held in the St. Johns neighborhood, typically featuring local groups, performances, and family-friendly festivities.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6ad1089448190b936de6fd29c8350 completed April 20, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c585df208190becf0a78fad805f0 completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c648e35881908c480b0afa383422 completed May 16, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08c6c6f9608190bdbcdd58f6b14008 completed May 16, 2026, 7:34 p.m.
Created at: April 16, 2026, 11:42 a.m.