Triple

T11257881
Position Surface form Disambiguated ID Type / Status
Subject Air Force Base Waterkloof E266484 entity
Predicate nearby P350 FINISHED
Object R21 highway
The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
E928201 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: R21 highway | Statement: [Air Force Base Waterkloof, nearby, R21 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R21 highway
Context triple: [Air Force Base Waterkloof, nearby, R21 highway]
  • A. M-41 Highway
    M-41 Highway is a major high-altitude road through Central Asia’s Pamir Mountains, renowned as one of the world’s most remote and scenic driving routes.
  • B. M27 highway
    The M27 highway is a major Russian coastal road along the Black Sea that connects key resort cities in the Krasnodar Krai region.
  • C. C-3 Road
    C-3 Road is a major thoroughfare in Metro Manila, Philippines, forming part of the Circumferential Road 3 network and serving as a key route for urban traffic and access to surrounding districts.
  • D. O-2 motorway
    The O-2 motorway is a major controlled-access highway in Istanbul that forms part of the city’s primary ring road system and carries heavy intercity and urban traffic across the metropolitan area.
  • E. C-16 highway
    The C-16 highway is a major road in Catalonia, Spain, that forms part of the E-9 corridor and connects inland cities such as Manresa with Barcelona and the Pyrenees.
  • 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: R21 highway
Triple: [Air Force Base Waterkloof, nearby, R21 highway]
Generated description
The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R21 highway
Target entity description: The R21 highway is a major South African route linking Pretoria with OR Tambo International Airport and Johannesburg’s eastern suburbs, serving as a key commuter and logistics corridor in Gauteng.
  • A. M-41 Highway
    M-41 Highway is a major high-altitude road through Central Asia’s Pamir Mountains, renowned as one of the world’s most remote and scenic driving routes.
  • B. M27 highway
    The M27 highway is a major Russian coastal road along the Black Sea that connects key resort cities in the Krasnodar Krai region.
  • C. C-3 Road
    C-3 Road is a major thoroughfare in Metro Manila, Philippines, forming part of the Circumferential Road 3 network and serving as a key route for urban traffic and access to surrounding districts.
  • D. O-2 motorway
    The O-2 motorway is a major controlled-access highway in Istanbul that forms part of the city’s primary ring road system and carries heavy intercity and urban traffic across the metropolitan area.
  • E. C-16 highway
    The C-16 highway is a major road in Catalonia, Spain, that forms part of the E-9 corridor and connects inland cities such as Manresa with Barcelona and the Pyrenees.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e935b85c819085e1abf2dd4099c5 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e603a1acc08190816db1ff13708e79 completed April 20, 2026, 10:44 a.m.
NEDg Description generation batch_69e610a07bf881908de79850edb9576f completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e617fdaaa88190a1860fb00309596b completed April 20, 2026, 12:11 p.m.
Created at: April 8, 2026, 9:31 p.m.