Triple

T5156422
Position Surface form Disambiguated ID Type / Status
Subject Riga Planning Region E116320 entity
Predicate hasMajorPort P942 FINISHED
Object Port of Riga
The Port of Riga is a major Baltic Sea seaport in Latvia that serves as a key hub for regional trade, cargo transit, and passenger traffic.
 E498787 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: Port of Riga | Statement: [Riga Planning Region, hasMajorPort, Port of Riga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Port of Riga
Context triple: [Riga Planning Region, hasMajorPort, Port of Riga]
  • A. Port of Ventspils
    The Port of Ventspils is one of Latvia’s major ice-free Baltic Sea ports, serving as a key hub for cargo transit and maritime trade in the region.
  • B. Port of Tallinn
    The Port of Tallinn is Estonia’s largest and busiest seaport complex, serving as a major passenger and cargo hub on the Baltic Sea.
  • C. Port of Helsinki
    The Port of Helsinki is Finland’s busiest seaport and a major passenger and cargo hub in the Baltic Sea region.
  • D. Port of Ustka
    The Port of Ustka is a small seaport on Poland’s Baltic Sea coast, serving primarily fishing, local maritime traffic, and tourism.
  • E. Yalta Sea Port
    Yalta Sea Port is a major maritime harbor and transportation hub serving the resort city of Yalta on the southern coast of the Crimean Peninsula.
  • 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: Port of Riga
Triple: [Riga Planning Region, hasMajorPort, Port of Riga]
Generated description
The Port of Riga is a major Baltic Sea seaport in Latvia that serves as a key hub for regional trade, cargo transit, and passenger traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Port of Riga
Target entity description: The Port of Riga is a major Baltic Sea seaport in Latvia that serves as a key hub for regional trade, cargo transit, and passenger traffic.
  • A. Port of Ventspils
    The Port of Ventspils is one of Latvia’s major ice-free Baltic Sea ports, serving as a key hub for cargo transit and maritime trade in the region.
  • B. Port of Tallinn
    The Port of Tallinn is Estonia’s largest and busiest seaport complex, serving as a major passenger and cargo hub on the Baltic Sea.
  • C. Port of Helsinki
    The Port of Helsinki is Finland’s busiest seaport and a major passenger and cargo hub in the Baltic Sea region.
  • D. Port of Ustka
    The Port of Ustka is a small seaport on Poland’s Baltic Sea coast, serving primarily fishing, local maritime traffic, and tourism.
  • E. Yalta Sea Port
    Yalta Sea Port is a major maritime harbor and transportation hub serving the resort city of Yalta on the southern coast of the Crimean Peninsula.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79019c6481909641f173c5b3769a completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0123bc48190920f60fc29f64734 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed412290481908e3a63feac61c570 completed March 21, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69bed4ab86248190b5004585137db9c4 completed March 21, 2026, 5:26 p.m.
Created at: March 20, 2026, 1:44 p.m.