Triple

T17278137
Position Surface form Disambiguated ID Type / Status
Subject Estonia–Russia border E419443 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Luhamaa–Shumilkino crossing
The Luhamaa–Shumilkino crossing is an international road border checkpoint connecting Estonia and Russia, serving as a key transit point for passenger and freight traffic between the two countries.
E1261821 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: Luhamaa–Shumilkino crossing | Statement: [Estonia–Russia border, hasBorderCrossing, Luhamaa–Shumilkino crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luhamaa–Shumilkino crossing
Context triple: [Estonia–Russia border, hasBorderCrossing, Luhamaa–Shumilkino crossing]
  • A. Koidula–Kunitsyna Gora crossing
    Koidula–Kunitsyna Gora crossing is an international road and rail checkpoint linking southeastern Estonia with Russia, serving as a key transit point for passengers and freight between the two countries.
  • B. Ariamsvlei–Nakop crossing
    The Ariamsvlei–Nakop crossing is a major road border post between Namibia and South Africa that serves as an important transit point for regional trade and travel.
  • C. Dorohusk–Yahodyn border crossing
    The Dorohusk–Yahodyn border crossing is a major international road checkpoint between Poland and Ukraine, serving as an important route for passenger and freight traffic.
  • D. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • E. Ishkashim border crossing
    The Ishkashim border crossing is a remote mountain checkpoint linking Afghanistan and Tajikistan in the Wakhan region, serving as a key local gateway for trade and travel across the Panj River.
  • 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: Luhamaa–Shumilkino crossing
Triple: [Estonia–Russia border, hasBorderCrossing, Luhamaa–Shumilkino crossing]
Generated description
The Luhamaa–Shumilkino crossing is an international road border checkpoint connecting Estonia and Russia, serving as a key transit point for passenger and freight traffic between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luhamaa–Shumilkino crossing
Target entity description: The Luhamaa–Shumilkino crossing is an international road border checkpoint connecting Estonia and Russia, serving as a key transit point for passenger and freight traffic between the two countries.
  • A. Koidula–Kunitsyna Gora crossing
    Koidula–Kunitsyna Gora crossing is an international road and rail checkpoint linking southeastern Estonia with Russia, serving as a key transit point for passengers and freight between the two countries.
  • B. Ariamsvlei–Nakop crossing
    The Ariamsvlei–Nakop crossing is a major road border post between Namibia and South Africa that serves as an important transit point for regional trade and travel.
  • C. Dorohusk–Yahodyn border crossing
    The Dorohusk–Yahodyn border crossing is a major international road checkpoint between Poland and Ukraine, serving as an important route for passenger and freight traffic.
  • D. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • E. Ishkashim border crossing
    The Ishkashim border crossing is a remote mountain checkpoint linking Afghanistan and Tajikistan in the Wakhan region, serving as a key local gateway for trade and travel across the Panj River.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e43327b048819095fbd93b2105533a completed April 19, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180d29f4881908694f0182930d716 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a01850140388190949a5f613cef18c2 completed May 11, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_6a018563d38c819093df94b96b69cfd5 completed May 11, 2026, 7:29 a.m.
Created at: April 10, 2026, 5:40 a.m.