Triple

T3984984
Position Surface form Disambiguated ID Type / Status
Subject Gulfport, Mississippi E86848 entity
Predicate hasAttraction P105 FINISHED
Object 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.
E404896 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: Gulfport Beach | Statement: [Gulfport, Mississippi, hasAttraction, Gulfport Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulfport Beach
Context triple: [Gulfport, Mississippi, hasAttraction, Gulfport Beach]
  • A. Pensacola Beach
    Pensacola Beach is a popular Gulf Coast destination on Santa Rosa Island in Florida, known for its sugar-white sand, emerald-green waters, and laid-back resort atmosphere.
  • B. 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.
  • C. 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.
  • D. Perdido Beach, Alabama
    Perdido Beach, Alabama is a small coastal town on the Gulf Coast known for its quiet residential character and access to beaches and water recreation.
  • E. Gulf Shores
    Gulf Shores is a popular coastal resort city on Alabama’s Gulf of Mexico shoreline, known for its white-sand beaches and tourism.
  • 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: Gulfport Beach
Triple: [Gulfport, Mississippi, hasAttraction, Gulfport Beach]
Generated description
Gulfport Beach is a popular coastal recreation area on the Gulf of Mexico known for its sandy shoreline, waterfront activities, and family-friendly atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulfport Beach
Target entity description: Gulfport Beach is a popular coastal recreation area on the Gulf of Mexico known for its sandy shoreline, waterfront activities, and family-friendly atmosphere.
  • A. Pensacola Beach
    Pensacola Beach is a popular Gulf Coast destination on Santa Rosa Island in Florida, known for its sugar-white sand, emerald-green waters, and laid-back resort atmosphere.
  • B. 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.
  • C. 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.
  • D. Perdido Beach, Alabama
    Perdido Beach, Alabama is a small coastal town on the Gulf Coast known for its quiet residential character and access to beaches and water recreation.
  • E. Gulf Shores
    Gulf Shores is a popular coastal resort city on Alabama’s Gulf of Mexico shoreline, known for its white-sand beaches and tourism.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9dfaf28819081b547836d79b889 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5402bbe208190947321353c309c98 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54126234c8190990cf6df84a83e92 completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b5458d736481908ca826fa4fd01b8c completed March 14, 2026, 11:25 a.m.
Created at: March 9, 2026, 3:33 p.m.