Triple

T11331802
Position Surface form Disambiguated ID Type / Status
Subject Botswana rail network E268359 entity
Predicate servesCity P82 FINISHED
Object Palapye
Palapye is a rapidly growing town in central Botswana that serves as a key commercial and transport hub along the country’s main north–south corridor.
 E918108 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: Palapye | Statement: [Botswana rail network, servesCity, Palapye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palapye
Context triple: [Botswana rail network, servesCity, Palapye]
  • A. Palipana
    Palipana is a reclusive, blind epigrapher and former academic in Michael Ondaatje’s novel "Anil’s Ghost," known for his controversial scholarship and enigmatic role in uncovering Sri Lanka’s buried histories.
  • B. Pira-Yine
    Pira-Yine is an indigenous language of the Arawakan family spoken by the Yine people in the Amazonian region of Peru.
  • C. Yalama
    Yalama is a village and municipality located in the Khachmaz District of northeastern Azerbaijan, near the border with Russia.
  • D. Cilapulapu
    Cilapulapu is an alternative name for Lapu-Lapu, the Filipino chieftain famed for resisting Spanish colonization and killing Ferdinand Magellan in the Battle of Mactan.
  • E. Paupisi
    Paupisi is a small Italian municipality located in the Campania region, known for its rural character and proximity to the city of Benevento.
  • 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: Palapye
Triple: [Botswana rail network, servesCity, Palapye]
Generated description
Palapye is a rapidly growing town in central Botswana that serves as a key commercial and transport hub along the country’s main north–south corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palapye
Target entity description: Palapye is a rapidly growing town in central Botswana that serves as a key commercial and transport hub along the country’s main north–south corridor.
  • A. Palipana
    Palipana is a reclusive, blind epigrapher and former academic in Michael Ondaatje’s novel "Anil’s Ghost," known for his controversial scholarship and enigmatic role in uncovering Sri Lanka’s buried histories.
  • B. Pira-Yine
    Pira-Yine is an indigenous language of the Arawakan family spoken by the Yine people in the Amazonian region of Peru.
  • C. Yalama
    Yalama is a village and municipality located in the Khachmaz District of northeastern Azerbaijan, near the border with Russia.
  • D. Cilapulapu
    Cilapulapu is an alternative name for Lapu-Lapu, the Filipino chieftain famed for resisting Spanish colonization and killing Ferdinand Magellan in the Battle of Mactan.
  • E. Paupisi
    Paupisi is a small Italian municipality located in the Campania region, known for its rural character and proximity to the city of Benevento.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9fd38308190a5458be1bfcc89ea completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e526236b688190aca4f2400a12e726 completed April 19, 2026, 6:59 p.m.
NEDg Description generation batch_69e52c83768c819086ebfd870ad81998 completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531d0ab5881909814160b86c8e76b completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.