Triple

T3275747
Position Surface form Disambiguated ID Type / Status
Subject Francistown E68752 entity
Predicate transport P230 FINISHED
Object A1 highway
The A1 highway is a major north–south road in Botswana that connects key cities including Francistown and serves as a primary route for regional and cross-border traffic.
 E496305 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: A1 highway | Statement: [Francistown, transport, A1 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A1 highway
Context triple: [Francistown, transport, A1 highway]
  • A. A2 highway
    The A2 highway is a major roadway in Nigeria that serves as a key transport corridor connecting Kaduna with other important cities and regions.
  • B. A3 highway
    The A3 highway is a major Nigerian roadway that runs through several northern states, including Bauchi, serving as an important regional transport corridor.
  • C. A3 highway
    The A3 highway is a major roadway in Zimbabwe that serves as a key transport route linking the city of Mutare with other important regions and border crossings.
  • D. A1 motorway
    The A1 motorway is a major Swiss highway that runs across the country, connecting key cities such as Geneva, Lausanne, Bern, and Zurich.
  • E. A1 motorway
    The A1 motorway is a major French highway connecting Paris to Lille and serving as a key route toward Belgium and northern 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: A1 highway
Triple: [Francistown, transport, A1 highway]
Generated description
The A1 highway is a major north–south road in Botswana that connects key cities including Francistown and serves as a primary route for regional and cross-border traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A1 highway
Target entity description: The A1 highway is a major north–south road in Botswana that connects key cities including Francistown and serves as a primary route for regional and cross-border traffic.
  • A. A2 highway
    The A2 highway is a major roadway in Nigeria that serves as a key transport corridor connecting Kaduna with other important cities and regions.
  • B. A3 highway
    The A3 highway is a major Nigerian roadway that runs through several northern states, including Bauchi, serving as an important regional transport corridor.
  • C. A3 highway
    The A3 highway is a major roadway in Zimbabwe that serves as a key transport route linking the city of Mutare with other important regions and border crossings.
  • D. A1 motorway
    The A1 motorway is a major Swiss highway that runs across the country, connecting key cities such as Geneva, Lausanne, Bern, and Zurich.
  • E. A1 motorway
    The A1 motorway is a major French highway connecting Paris to Lille and serving as a key route toward Belgium and northern 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_69ad859b54f881909bf530d549caf2fd completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0110f1c8190ae60708b686cbbf9 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec330d09c819085930d71b21acb7c completed March 21, 2026, 4:11 p.m.
NEDg Description generation batch_69bec505a5dc81908f79c1ade107c4ce completed March 21, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69bec654fc4881909bf5458cdafc7ffd completed March 21, 2026, 4:24 p.m.
Created at: March 8, 2026, 3:10 p.m.