Triple

T4702551
Position Surface form Disambiguated ID Type / Status
Subject Kilkis (regional unit) E104308 entity
Predicate hasBorderFeature P6131 FINISHED
Object Doirani border crossing
Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
 E462851 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: Doirani border crossing | Statement: [Kilkis (regional unit), hasBorderFeature, Doirani border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doirani border crossing
Context triple: [Kilkis (regional unit), hasBorderFeature, Doirani border crossing]
  • A. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • B. Heiligenkreuz–Rábafüzes border crossing
    The Heiligenkreuz–Rábafüzes border crossing is a road checkpoint and transit point connecting Austria and Hungary, facilitating cross-border travel and trade between the two countries.
  • C. Al-Tanf border crossing
    Al-Tanf border crossing is a strategic checkpoint on the Syria–Iraq border that has been a key site of military and geopolitical significance in the Syrian conflict.
  • D. Moillesulaz border crossing
    Moillesulaz border crossing is a major road and tram crossing point between Geneva, Switzerland and neighboring France, serving as a busy commuter gateway in the Thônex area.
  • E. Al Hadithah border crossing
    Al Hadithah border crossing is a major land port of entry between Saudi Arabia and Jordan, serving as a key route for regional trade and travel.
  • 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: Doirani border crossing
Triple: [Kilkis (regional unit), hasBorderFeature, Doirani border crossing]
Generated description
Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doirani border crossing
Target entity description: Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
  • A. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • B. Heiligenkreuz–Rábafüzes border crossing
    The Heiligenkreuz–Rábafüzes border crossing is a road checkpoint and transit point connecting Austria and Hungary, facilitating cross-border travel and trade between the two countries.
  • C. Al-Tanf border crossing
    Al-Tanf border crossing is a strategic checkpoint on the Syria–Iraq border that has been a key site of military and geopolitical significance in the Syrian conflict.
  • D. Moillesulaz border crossing
    Moillesulaz border crossing is a major road and tram crossing point between Geneva, Switzerland and neighboring France, serving as a busy commuter gateway in the Thônex area.
  • E. Al Hadithah border crossing
    Al Hadithah border crossing is a major land port of entry between Saudi Arabia and Jordan, serving as a key route for regional trade and travel.
  • 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_69bd43e9b88481908582103dcadff3d9 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63cec7988190b5f1d04d4f95314a completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03cd8cd4819081a7988b5945067f completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be04c5549c819087204ac7e2e0e8ea completed March 21, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69be05970dcc8190a86771d09f27d9f2 completed March 21, 2026, 2:42 a.m.
Created at: March 20, 2026, 1:17 p.m.