Triple

T23016658
Position Surface form Disambiguated ID Type / Status
Subject Gisenyi E573046 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Gisenyi–Goma border crossing
The Gisenyi–Goma border crossing is a major land checkpoint between Rwanda and the Democratic Republic of the Congo, linking the twin cities of Gisenyi and Goma and serving as a key hub for regional trade and daily cross-border movement.
E1140286 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: Gisenyi–Goma border crossing | Statement: [Gisenyi, hasBorderCrossing, Gisenyi–Goma border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gisenyi–Goma border crossing
Context triple: [Gisenyi, hasBorderCrossing, Gisenyi–Goma border crossing]
  • A. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • B. Namanga border crossing
    Namanga border crossing is a major road and trade gateway between Kenya and Tanzania, serving as a key transit point for travelers and goods in East Africa.
  • C. Nyamapanda border post
    Nyamapanda border post is a key land crossing point between Zimbabwe and Mozambique, serving as an important route for regional trade and travel.
  • D. Rwandan–DRC border
    The Rwandan–DRC border is the international boundary separating Rwanda from the Democratic Republic of the Congo, running through a region marked by volcanic landscapes, dense population, and a history of conflict and cross-border movement.
  • E. Rwanda–Burundi border
    The Rwanda–Burundi border is the international boundary in East-Central Africa separating the neighboring countries of Rwanda and Burundi.
  • 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: Gisenyi–Goma border crossing
Triple: [Gisenyi, hasBorderCrossing, Gisenyi–Goma border crossing]
Generated description
The Gisenyi–Goma border crossing is a major land checkpoint between Rwanda and the Democratic Republic of the Congo, linking the twin cities of Gisenyi and Goma and serving as a key hub for regional trade and daily cross-border movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gisenyi–Goma border crossing
Target entity description: The Gisenyi–Goma border crossing is a major land checkpoint between Rwanda and the Democratic Republic of the Congo, linking the twin cities of Gisenyi and Goma and serving as a key hub for regional trade and daily cross-border movement.
  • A. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • B. Namanga border crossing
    Namanga border crossing is a major road and trade gateway between Kenya and Tanzania, serving as a key transit point for travelers and goods in East Africa.
  • C. Nyamapanda border post
    Nyamapanda border post is a key land crossing point between Zimbabwe and Mozambique, serving as an important route for regional trade and travel.
  • D. Rwandan–DRC border chosen
    The Rwandan–DRC border is the international boundary separating Rwanda from the Democratic Republic of the Congo, running through a region marked by volcanic landscapes, dense population, and a history of conflict and cross-border movement.
  • E. Rwanda–Burundi border
    The Rwanda–Burundi border is the international boundary in East-Central Africa separating the neighboring countries of Rwanda and Burundi.
  • 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f183e59a1c8190b8048a399a4727cb completed April 29, 2026, 4:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2aa402881908c2c69889dd1b38c completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfb46958881909f2035f1d7eed94f completed May 19, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfbbb1b4c8190ba6b9c8042939b8c completed May 19, 2026, 5:57 a.m.
Created at: April 17, 2026, 3:52 p.m.