Triple

T7065701
Position Surface form Disambiguated ID Type / Status
Subject Trans-Kalahari Corridor E164344 entity
Predicate hasBorderPost P4105 FINISHED
Object Pioneer Gate Border Post
Pioneer Gate Border Post is a key international crossing point on the Trans-Kalahari Corridor, facilitating road traffic and trade between Botswana and South Africa.
 E638565 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: Pioneer Gate Border Post | Statement: [Trans-Kalahari Corridor, hasBorderPost, Pioneer Gate Border Post]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pioneer Gate Border Post
Context triple: [Trans-Kalahari Corridor, hasBorderPost, Pioneer Gate Border Post]
  • A. Pandamatenga border crossing
    Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
  • B. Mweka Gate
    Mweka Gate is a primary descent and exit point on Mount Kilimanjaro, commonly used by climbers finishing popular summit routes.
  • 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. Lao Bao International Border Gate
    Lao Bao International Border Gate is a major land border crossing between Vietnam and Laos, serving as an important hub for trade and transportation in central Vietnam.
  • E. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • 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: Pioneer Gate Border Post
Triple: [Trans-Kalahari Corridor, hasBorderPost, Pioneer Gate Border Post]
Generated description
Pioneer Gate Border Post is a key international crossing point on the Trans-Kalahari Corridor, facilitating road traffic and trade between Botswana and South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pioneer Gate Border Post
Target entity description: Pioneer Gate Border Post is a key international crossing point on the Trans-Kalahari Corridor, facilitating road traffic and trade between Botswana and South Africa.
  • A. Pandamatenga border crossing
    Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
  • B. Mweka Gate
    Mweka Gate is a primary descent and exit point on Mount Kilimanjaro, commonly used by climbers finishing popular summit routes.
  • 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. Lao Bao International Border Gate
    Lao Bao International Border Gate is a major land border crossing between Vietnam and Laos, serving as an important hub for trade and transportation in central Vietnam.
  • E. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4a4e7188190aef123ff1a2aa473 completed March 27, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788bd74d88190bf2f52c95404d9bf completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:39 p.m.