Triple

T12803960
Position Surface form Disambiguated ID Type / Status
Subject Cape Fear E306094 entity
Predicate hasShoals P85723 FINISHED
Object Frying Pan Shoals
Frying Pan Shoals is a hazardous, shifting sandbar complex off the coast of North Carolina that has long posed a significant navigational danger to ships near Cape Fear.
E1004610 NE FINISHED

How this triple was built (5 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: Frying Pan Shoals | Statement: [Cape Fear, hasShoals, Frying Pan Shoals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frying Pan Shoals
Context triple: [Cape Fear, hasShoals, Frying Pan Shoals]
  • A. Winyah Bay
    Winyah Bay is a large coastal estuary on the South Carolina coast where several rivers converge before emptying into the Atlantic Ocean.
  • B. Lake Blackshear
    Lake Blackshear is a large reservoir on the Flint River in south-central Georgia, popular for fishing, boating, and recreation and bordered by Lake Blackshear Resort & Golf Club and Georgia Veterans State Park.
  • C. Lake Welch
    Lake Welch is a popular recreational lake in New York’s Harriman State Park, known for its large sandy beach, swimming, and picnicking facilities.
  • D. Broke Inlet
    Broke Inlet is a large, relatively undisturbed coastal estuary in southwestern Western Australia known for its natural wilderness and ecological significance.
  • E. Mobiloil Inlet
    Mobiloil Inlet is an ice-filled coastal inlet along the Bowman Coast of the Antarctic Peninsula, known from early 20th-century exploration and mapping efforts.
  • 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: Frying Pan Shoals
Triple: [Cape Fear, hasShoals, Frying Pan Shoals]
Generated description
Frying Pan Shoals is a hazardous, shifting sandbar complex off the coast of North Carolina that has long posed a significant navigational danger to ships near Cape Fear.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frying Pan Shoals
Target entity description: Frying Pan Shoals is a hazardous, shifting sandbar complex off the coast of North Carolina that has long posed a significant navigational danger to ships near Cape Fear.
  • A. Winyah Bay
    Winyah Bay is a large coastal estuary on the South Carolina coast where several rivers converge before emptying into the Atlantic Ocean.
  • B. Lake Blackshear
    Lake Blackshear is a large reservoir on the Flint River in south-central Georgia, popular for fishing, boating, and recreation and bordered by Lake Blackshear Resort & Golf Club and Georgia Veterans State Park.
  • C. Lake Welch
    Lake Welch is a popular recreational lake in New York’s Harriman State Park, known for its large sandy beach, swimming, and picnicking facilities.
  • D. Broke Inlet
    Broke Inlet is a large, relatively undisturbed coastal estuary in southwestern Western Australia known for its natural wilderness and ecological significance.
  • E. Mobiloil Inlet
    Mobiloil Inlet is an ice-filled coastal inlet along the Bowman Coast of the Antarctic Peninsula, known from early 20th-century exploration and mapping efforts.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasShoals
Context triple: [Cape Fear, hasShoals, Frying Pan Shoals]
  • A. hasShoreOn
    Indicates that one geographic entity borders or is directly adjacent to the shore of another body of water.
  • B. hasShoreFeature
    Indicates that a shore or coastline possesses a specific physical or environmental feature.
  • C. shoreHas chosen
    Indicates that a shore possesses, contains, or is characterized by a particular feature, object, or attribute.
  • D. hasShoreLengthOn
    Indicates that an entity has a specified length of shoreline along or bordering another geographic feature (such as a body of water or coast).
  • E. hasSeamount
    Indicates that an entity possesses, contains, or is associated with a seamount (an underwater mountain).
  • F. None of above.

Provenance (6 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e7e3be48190ba9159c9f1ac2ccd completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ec463f08190822e5235362cf584 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f6908cb8ec8190855b217c13a51f16 completed May 3, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6917688508190ae5a64494eaadce7 completed May 3, 2026, 12:06 a.m.
PD Predicate disambiguation batch_69d9640ed7448190b276e7fab649f7d2 completed April 10, 2026, 8:56 p.m.
Created at: April 9, 2026, 5:30 p.m.