Triple

T5992106
Position Surface form Disambiguated ID Type / Status
Subject Liepāja E133373 entity
Predicate hasPort P35 FINISHED
Object Port of Liepāja
The Port of Liepāja is a major ice-free Baltic Sea port in western Latvia that serves as an important regional hub for cargo handling, industry, and maritime transport.
E562323 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 Liepāja | Statement: [Liepāja, hasPort, Port of Liepāja]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Liepāja
Context triple: [Liepāja, hasPort, Port of Liepāja]
  • A. 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.
  • B. 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.
  • C. Baltiysk seaport
    Baltiysk seaport is a major Russian Baltic Sea port and naval base located near the Vistula Spit in the Kaliningrad Oblast.
  • D. 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.
  • E. Ventspils
    Ventspils is a port city on Latvia’s Baltic Sea coast known for its major ice-free harbor, oil and cargo terminals, and well-preserved historic center.
  • 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 Liepāja
Triple: [Liepāja, hasPort, Port of Liepāja]
Generated description
The Port of Liepāja is a major ice-free Baltic Sea port in western Latvia that serves as an important regional hub for cargo handling, industry, and maritime transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Liepāja
Target entity description: The Port of Liepāja is a major ice-free Baltic Sea port in western Latvia that serves as an important regional hub for cargo handling, industry, and maritime transport.
  • A. 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.
  • B. 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.
  • C. Baltiysk seaport
    Baltiysk seaport is a major Russian Baltic Sea port and naval base located near the Vistula Spit in the Kaliningrad Oblast.
  • D. 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.
  • E. Ventspils
    Ventspils is a port city on Latvia’s Baltic Sea coast known for its major ice-free harbor, oil and cargo terminals, and well-preserved historic center.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e8fd030819095a4f3b3d425ec21 completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c10861c0bc8190b6290d7363f4264a completed March 23, 2026, 9:31 a.m.
NEDg Description generation batch_69c10c44b6408190be8bc1d96e0db2e4 completed March 23, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69c10cd7c1c8819085ec8bee7f42afc4 completed March 23, 2026, 9:50 a.m.
Created at: March 22, 2026, 4:05 p.m.