Triple

T20368620
Position Surface form Disambiguated ID Type / Status
Subject Kulata–Promachonas border crossing E496984 entity
Predicate hasRoadComponent P85887 FINISHED
Object Promachonas border checkpoint
Promachonas border checkpoint is a major road border control facility on the Greek side of the Bulgaria–Greece frontier, serving as one of the primary gateways for cross-border travel and trade between the two countries.
E1408378 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: Promachonas border checkpoint | Statement: [Kulata–Promachonas border crossing, hasRoadComponent, Promachonas border checkpoint]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Promachonas border checkpoint
Context triple: [Kulata–Promachonas border crossing, hasRoadComponent, Promachonas border checkpoint]
  • A. Dariali border checkpoint
    The Dariali border checkpoint is a major road crossing between Russia and Georgia located in the strategically important Dariali Gorge in the central Caucasus.
  • B. Kulata border checkpoint
    Kulata border checkpoint is a major road border crossing between Bulgaria and Greece, serving as a key transit point on the route linking Sofia with Thessaloniki.
  • C. 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.
  • D. Evzoni border crossing
    Evzoni border crossing is a major road border checkpoint between Greece and North Macedonia, serving as one of the primary gateways on the route between Thessaloniki and Skopje.
  • E. Alipiri checkpost
    Alipiri checkpost is a security and entry checkpoint located at the base of the Tirumala hills in Tirupati, Andhra Pradesh, serving as a major access point for pilgrims traveling to the Tirumala Venkateswara Temple.
  • 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: Promachonas border checkpoint
Triple: [Kulata–Promachonas border crossing, hasRoadComponent, Promachonas border checkpoint]
Generated description
Promachonas border checkpoint is a major road border control facility on the Greek side of the Bulgaria–Greece frontier, serving as one of the primary gateways for cross-border travel and trade between the two countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Promachonas border checkpoint
Target entity description: Promachonas border checkpoint is a major road border control facility on the Greek side of the Bulgaria–Greece frontier, serving as one of the primary gateways for cross-border travel and trade between the two countries.
  • A. Dariali border checkpoint
    The Dariali border checkpoint is a major road crossing between Russia and Georgia located in the strategically important Dariali Gorge in the central Caucasus.
  • B. Kulata border checkpoint chosen
    Kulata border checkpoint is a major road border crossing between Bulgaria and Greece, serving as a key transit point on the route linking Sofia with Thessaloniki.
  • C. 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.
  • D. Evzoni border crossing
    Evzoni border crossing is a major road border checkpoint between Greece and North Macedonia, serving as one of the primary gateways on the route between Thessaloniki and Skopje.
  • E. Alipiri checkpost
    Alipiri checkpost is a security and entry checkpoint located at the base of the Tirumala hills in Tirupati, Andhra Pradesh, serving as a major access point for pilgrims traveling to the Tirumala Venkateswara Temple.
  • F. None of above.

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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e678734b188190bb2c5863023f9f8c completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087612a0688190a4b21ecd624dd248 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a08771f7edc8190b0c1dce8f5f6e145 completed May 16, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0877ac99408190a31ee21894770334 completed May 16, 2026, 1:57 p.m.
Created at: April 16, 2026, 11:26 a.m.