Triple

T4602648
Position Surface form Disambiguated ID Type / Status
Subject Gulf Shores E100355 entity
Predicate hasAttraction P105 FINISHED
Object Gulf Shores Public Beach
Gulf Shores Public Beach is a popular stretch of white-sand shoreline on Alabama’s Gulf Coast known for its warm waters, family-friendly atmosphere, and nearby restaurants and attractions.
E455827 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: Gulf Shores Public Beach | Statement: [Gulf Shores, hasAttraction, Gulf Shores Public Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulf Shores Public Beach
Context triple: [Gulf Shores, hasAttraction, Gulf Shores Public Beach]
  • A. Oakland Beach
    Oakland Beach is a waterfront recreational area in Rye, New York, known for its beach access and views of the Long Island Sound.
  • B. Oakland Beach
    Oakland Beach is a coastal neighborhood in Warwick, Rhode Island, known for its public beach, casual seafood eateries, and views of Narragansett Bay.
  • C. Jennings Beach
    Jennings Beach is a popular public shoreline and recreation area on Long Island Sound in Fairfield, Connecticut, known for its sandy beach, family-friendly amenities, and seasonal events.
  • D. Gulfport Beach
    Gulfport Beach is a popular coastal recreation area on the Gulf of Mexico known for its sandy shoreline, waterfront activities, and family-friendly atmosphere.
  • E. Orient Beach
    Orient Beach is a popular public beach in East London, South Africa, known for its family-friendly swimming conditions and proximity to the city’s main beachfront amenities.
  • 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: Gulf Shores Public Beach
Triple: [Gulf Shores, hasAttraction, Gulf Shores Public Beach]
Generated description
Gulf Shores Public Beach is a popular stretch of white-sand shoreline on Alabama’s Gulf Coast known for its warm waters, family-friendly atmosphere, and nearby restaurants and attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulf Shores Public Beach
Target entity description: Gulf Shores Public Beach is a popular stretch of white-sand shoreline on Alabama’s Gulf Coast known for its warm waters, family-friendly atmosphere, and nearby restaurants and attractions.
  • A. Oakland Beach
    Oakland Beach is a waterfront recreational area in Rye, New York, known for its beach access and views of the Long Island Sound.
  • B. Oakland Beach
    Oakland Beach is a coastal neighborhood in Warwick, Rhode Island, known for its public beach, casual seafood eateries, and views of Narragansett Bay.
  • C. Jennings Beach
    Jennings Beach is a popular public shoreline and recreation area on Long Island Sound in Fairfield, Connecticut, known for its sandy beach, family-friendly amenities, and seasonal events.
  • D. Gulfport Beach
    Gulfport Beach is a popular coastal recreation area on the Gulf of Mexico known for its sandy shoreline, waterfront activities, and family-friendly atmosphere.
  • E. Orient Beach
    Orient Beach is a popular public beach in East London, South Africa, known for its family-friendly swimming conditions and proximity to the city’s main beachfront amenities.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd597462c08190bcdb3efd880778b1 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa676b0081909f56049f466e1197 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfc1ee7708190bde64616c0e2a650 completed March 21, 2026, 2:02 a.m.
NED2 Entity disambiguation (via description) batch_69bdfcd30a708190aa640230a17b4ec6 completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:11 p.m.