Triple

T19170837
Position Surface form Disambiguated ID Type / Status
Subject Port of Safi E469313 entity
Predicate partOf P40 FINISHED
Object Atlantic seaports of Morocco
The Atlantic seaports of Morocco are a network of coastal ports along the country’s Atlantic shoreline that serve as key hubs for maritime trade, fishing, and regional economic activity.
E658370 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: Atlantic seaports of Morocco | Statement: [Port of Safi, partOf, Atlantic seaports of Morocco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlantic seaports of Morocco
Context triple: [Port of Safi, partOf, Atlantic seaports of Morocco]
  • A. Moroccan national port system
    The Moroccan national port system is the integrated network of seaports across Morocco that supports the country’s maritime trade, logistics, and economic development.
  • B. Essaouira port
    Essaouira port is a historic Atlantic harbor in Morocco known for its bustling fishing activity, fortified seafront, and role in the city’s maritime trade and tourism.
  • C. Port of Nador
    Port of Nador is a major commercial and passenger seaport on Morocco’s Mediterranean coast, serving as a key hub for regional trade and ferry connections to Europe.
  • D. Port of Agadir
    The Port of Agadir is a major Atlantic seaport in southwestern Morocco that serves as an important hub for fishing, commercial trade, and regional maritime transport.
  • E. Port of Laayoune
    The Port of Laayoune is a key Atlantic seaport in Western Sahara that serves as a major hub for regional trade and the export of natural resources.
  • 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: Atlantic seaports of Morocco
Triple: [Port of Safi, partOf, Atlantic seaports of Morocco]
Generated description
The Atlantic seaports of Morocco are a network of coastal ports along the country’s Atlantic shoreline that serve as key hubs for maritime trade, fishing, and regional economic activity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atlantic seaports of Morocco
Target entity description: The Atlantic seaports of Morocco are a network of coastal ports along the country’s Atlantic shoreline that serve as key hubs for maritime trade, fishing, and regional economic activity.
  • A. Moroccan national port system chosen
    The Moroccan national port system is the integrated network of seaports across Morocco that supports the country’s maritime trade, logistics, and economic development.
  • B. Essaouira port
    Essaouira port is a historic Atlantic harbor in Morocco known for its bustling fishing activity, fortified seafront, and role in the city’s maritime trade and tourism.
  • C. Port of Nador
    Port of Nador is a major commercial and passenger seaport on Morocco’s Mediterranean coast, serving as a key hub for regional trade and ferry connections to Europe.
  • D. Port of Agadir
    The Port of Agadir is a major Atlantic seaport in southwestern Morocco that serves as an important hub for fishing, commercial trade, and regional maritime transport.
  • E. Port of Laayoune
    The Port of Laayoune is a key Atlantic seaport in Western Sahara that serves as a major hub for regional trade and the export of natural resources.
  • F. None of above.

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_69d8dd09d5a081909ae43c286651ae5a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f163c5888190b4880471d17b4f51 completed April 20, 2026, 9:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f2639f188190aa87c1b31b5dcb7b completed May 15, 2026, 10:16 a.m.
NEDg Description generation batch_6a06f338f504819081daeef10e629afd completed May 15, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4199a588190943d3d45536a228c completed May 15, 2026, 10:23 a.m.
Created at: April 10, 2026, 12:06 p.m.