Triple

T22069219
Position Surface form Disambiguated ID Type / Status
Subject G30 Lianyungang–Khorgas Expressway E545359 entity
Predicate linkedTo P37 FINISHED
Object Eurasian land transport corridors
Eurasian land transport corridors are major overland trade and transit routes that connect Europe and Asia through integrated highway, rail, and logistics networks.
E1517177 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: Eurasian land transport corridors | Statement: [G30 Lianyungang–Khorgas Expressway, linkedTo, Eurasian land transport corridors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eurasian land transport corridors
Context triple: [G30 Lianyungang–Khorgas Expressway, linkedTo, Eurasian land transport corridors]
  • A. Pan-European transport corridors
    Pan-European transport corridors are major international routes designated to improve and integrate transport infrastructure across multiple European countries, particularly in Central and Eastern Europe.
  • B. New International Land-Sea Trade Corridor
    The New International Land-Sea Trade Corridor is a major China–ASEAN logistics and trade route that integrates rail, road, and maritime transport to connect western China with Southeast Asia and global markets.
  • C. International North–South Transport Corridor
    The International North–South Transport Corridor is a multi-modal trade route linking India, Iran, Russia, and other Eurasian countries to significantly shorten transit times and costs between South Asia and Northern Europe.
  • D. Russia–Central Europe transport connection
    The Russia–Central Europe transport connection is a major international transit corridor linking Russia with Central European countries through key railway and road routes.
  • E. east–west European transport corridor
    The east–west European transport corridor is a major transcontinental route facilitating road and other transport links between Western and Eastern Europe.
  • 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: Eurasian land transport corridors
Triple: [G30 Lianyungang–Khorgas Expressway, linkedTo, Eurasian land transport corridors]
Generated description
Eurasian land transport corridors are major overland trade and transit routes that connect Europe and Asia through integrated highway, rail, and logistics networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eurasian land transport corridors
Target entity description: Eurasian land transport corridors are major overland trade and transit routes that connect Europe and Asia through integrated highway, rail, and logistics networks.
  • A. Pan-European transport corridors
    Pan-European transport corridors are major international routes designated to improve and integrate transport infrastructure across multiple European countries, particularly in Central and Eastern Europe.
  • B. New International Land-Sea Trade Corridor
    The New International Land-Sea Trade Corridor is a major China–ASEAN logistics and trade route that integrates rail, road, and maritime transport to connect western China with Southeast Asia and global markets.
  • C. International North–South Transport Corridor
    The International North–South Transport Corridor is a multi-modal trade route linking India, Iran, Russia, and other Eurasian countries to significantly shorten transit times and costs between South Asia and Northern Europe.
  • D. Russia–Central Europe transport connection
    The Russia–Central Europe transport connection is a major international transit corridor linking Russia with Central European countries through key railway and road routes.
  • E. east–west European transport corridor
    The east–west European transport corridor is a major transcontinental route facilitating road and other transport links between Western and Eastern Europe.
  • 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1288724e881908b38fe7e56d3b448 completed April 28, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80b1a6dc8190a47e0988981f09ef completed May 18, 2026, 3 a.m.
NEDg Description generation batch_6a0a819c890481908303786efeef595c completed May 18, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0a826075988190a7148ded16f779c0 completed May 18, 2026, 3:07 a.m.
Created at: April 16, 2026, 8:28 p.m.