Triple

T2161137
Position Surface form Disambiguated ID Type / Status
Subject Agadir E46802 entity
Predicate hasNearbyResort P3449 FINISHED
Object Taghazout
Taghazout is a small Moroccan coastal village north of Agadir, best known as a laid-back surf destination with beaches and surf camps along the Atlantic.
E239428 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: Taghazout | Statement: [Agadir, hasNearbyResort, Taghazout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taghazout
Context triple: [Agadir, hasNearbyResort, Taghazout]
  • A. Turtle Bay
    Turtle Bay is a neighborhood on Manhattan’s East Side in New York City, best known as the site of the United Nations Headquarters.
  • B. Cape Sable
    Cape Sable is the southernmost point of mainland Florida, a remote coastal region of the Everglades known for its wetlands, wildlife, and vulnerability to hurricanes and sea-level rise.
  • C. Dead Horse Bay
    Dead Horse Bay is a coastal inlet in Brooklyn, New York, known for its exposed shoreline littered with historical debris and glass bottles from a former landfill.
  • D. Cap Gris-Nez
    Cap Gris-Nez is a prominent headland on the northern coast of France, known as the country’s closest point to England across the English Channel.
  • E. Playa Tortuga
    Playa Tortuga is a scenic beach on the small Puerto Rican island of Culebrita, known for its clear waters, white sand, and relatively undeveloped, tranquil setting.
  • 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: Taghazout
Triple: [Agadir, hasNearbyResort, Taghazout]
Generated description
Taghazout is a small Moroccan coastal village north of Agadir, best known as a laid-back surf destination with beaches and surf camps along the Atlantic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taghazout
Target entity description: Taghazout is a small Moroccan coastal village north of Agadir, best known as a laid-back surf destination with beaches and surf camps along the Atlantic.
  • A. Turtle Bay
    Turtle Bay is a neighborhood on Manhattan’s East Side in New York City, best known as the site of the United Nations Headquarters.
  • B. Cape Sable
    Cape Sable is the southernmost point of mainland Florida, a remote coastal region of the Everglades known for its wetlands, wildlife, and vulnerability to hurricanes and sea-level rise.
  • C. Dead Horse Bay
    Dead Horse Bay is a coastal inlet in Brooklyn, New York, known for its exposed shoreline littered with historical debris and glass bottles from a former landfill.
  • D. Cap Gris-Nez
    Cap Gris-Nez is a prominent headland on the northern coast of France, known as the country’s closest point to England across the English Channel.
  • E. Playa Tortuga
    Playa Tortuga is a scenic beach on the small Puerto Rican island of Culebrita, known for its clear waters, white sand, and relatively undeveloped, tranquil setting.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNearbyResort
Context triple: [Agadir, hasNearbyResort, Taghazout]
  • A. hasSisterResort
    Indicates that one resort is formally associated with another as its sister property, typically under common ownership or branding.
  • B. hasSkiResortNearby
    Indicates that one location is situated close enough to another location that it can be considered to have a ski resort in its vicinity.
  • C. hasResortHotel
    Indicates that one entity owns, includes, or is associated with a resort hotel as part of its facilities or offerings.
  • D. hasAttractionNearby chosen
    Indicates that one entity is located close to another entity that serves as an attraction or point of interest.
  • E. locatedInResortTown
    Indicates that something is situated within the boundaries of a town that is primarily known as a resort or vacation destination.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe89e6ac8190b4b4bc0be4fe7aa9 completed March 7, 2026, 5:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58ec0a7481909bc3e751de31e4d7 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae59c3e0008190942715e0c44ca206 completed March 9, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a446350819080cdacd9a98f8de2 completed March 9, 2026, 5:27 a.m.
PD Predicate disambiguation batch_69abbd9c90408190b6b65498ca43ce26 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:45 p.m.