Triple

T820561
Position Surface form Disambiguated ID Type / Status
Subject Alabama E17742 entity
Predicate containsCity P294 FINISHED
Object 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.
E100355 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 | Statement: [Alabama, containsCity, Gulf Shores]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulf Shores
Context triple: [Alabama, containsCity, Gulf Shores]
  • 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. Gulfport, Mississippi
    Gulfport, Mississippi is a coastal city on the Gulf of Mexico known for its port, beaches, and role as a major urban center in southern Mississippi.
  • C. Santa Rosa Beach, Florida
    Santa Rosa Beach, Florida is a coastal community on the Florida Panhandle’s Emerald Coast known for its white-sand beaches, turquoise Gulf waters, and relaxed beach-town atmosphere.
  • D. Gulf Breeze, Florida
    Gulf Breeze, Florida is a small coastal city in Santa Rosa County known for its waterfront location on the Pensacola Bay and proximity to beaches and the Gulf Islands National Seashore.
  • E. Galveston
    Galveston is a historic coastal city and port on Galveston Island in Texas, known for its role in 19th-century trade, the devastating 1900 hurricane, and its 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: Gulf Shores
Triple: [Alabama, containsCity, Gulf Shores]
Generated description
Gulf Shores is a popular coastal resort city on Alabama’s Gulf of Mexico shoreline, known for its white-sand beaches and tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulf Shores
Target entity description: Gulf Shores is a popular coastal resort city on Alabama’s Gulf of Mexico shoreline, known for its white-sand beaches and tourism.
  • 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. Gulfport, Mississippi
    Gulfport, Mississippi is a coastal city on the Gulf of Mexico known for its port, beaches, and role as a major urban center in southern Mississippi.
  • C. Santa Rosa Beach, Florida
    Santa Rosa Beach, Florida is a coastal community on the Florida Panhandle’s Emerald Coast known for its white-sand beaches, turquoise Gulf waters, and relaxed beach-town atmosphere.
  • D. Gulf Breeze, Florida
    Gulf Breeze, Florida is a small coastal city in Santa Rosa County known for its waterfront location on the Pensacola Bay and proximity to beaches and the Gulf Islands National Seashore.
  • E. Galveston
    Galveston is a historic coastal city and port on Galveston Island in Texas, known for its role in 19th-century trade, the devastating 1900 hurricane, and its 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab6698d881908d8c5d91259f97ec completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7928f8a808190aaf5f2a2f3ee676f completed March 4, 2026, 2:01 a.m.
NEDg Description generation batch_69a7976b7334819082bb9f40601c1092 completed March 4, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_69a79b206a5481908591ee9e1d6b3fdd completed March 4, 2026, 2:38 a.m.
Created at: March 1, 2026, 7:38 p.m.