Triple

T3476388
Position Surface form Disambiguated ID Type / Status
Subject National Assembly of Botswana E73385 entity
Predicate hasPresidingOfficerTitle P2097 FINISHED
Object Speaker of the National Assembly
The Speaker of the National Assembly is the presiding officer responsible for overseeing debates, maintaining order, and representing Botswana’s National Assembly in its official functions.
E361702 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: Speaker of the National Assembly | Statement: [National Assembly of Botswana, hasPresidingOfficerTitle, Speaker of the National Assembly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speaker of the National Assembly
Context triple: [National Assembly of Botswana, hasPresidingOfficerTitle, Speaker of the National Assembly]
  • A. Speaker of the National Assembly
    The Speaker of the National Assembly is the presiding officer and highest-ranking official of South Korea’s unicameral legislature, responsible for overseeing parliamentary proceedings and representing the Assembly.
  • B. Speaker of the National Assembly
    The Speaker of the National Assembly is the presiding officer and highest authority of Pakistan’s lower house of Parliament, responsible for overseeing legislative proceedings and maintaining order and impartiality in the chamber.
  • C. Speaker of the National Assembly
    The Speaker of the National Assembly is the presiding officer and highest-ranking official of Kenya’s lower house of Parliament, responsible for overseeing debates, maintaining order, and representing the Assembly.
  • D. Speaker of the National Assembly
    The Speaker of the National Assembly is the highest-ranking officer who leads and represents Hungary’s unicameral parliament, overseeing its legislative sessions and procedures.
  • E. President of the National Assembly
    Yaël Braun-Pivet is a French politician who serves as the presiding officer of France’s lower house of Parliament, overseeing legislative debates and procedures.
  • 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: Speaker of the National Assembly
Triple: [National Assembly of Botswana, hasPresidingOfficerTitle, Speaker of the National Assembly]
Generated description
The Speaker of the National Assembly is the presiding officer responsible for overseeing debates, maintaining order, and representing Botswana’s National Assembly in its official functions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speaker of the National Assembly
Target entity description: The Speaker of the National Assembly is the presiding officer responsible for overseeing debates, maintaining order, and representing Botswana’s National Assembly in its official functions.
  • A. Speaker of the National Assembly
    The Speaker of the National Assembly is the presiding officer and highest-ranking official of South Korea’s unicameral legislature, responsible for overseeing parliamentary proceedings and representing the Assembly.
  • B. Speaker of the National Assembly
    The Speaker of the National Assembly is the presiding officer and highest authority of Pakistan’s lower house of Parliament, responsible for overseeing legislative proceedings and maintaining order and impartiality in the chamber.
  • C. Speaker of the National Assembly
    The Speaker of the National Assembly is the presiding officer and highest-ranking official of Kenya’s lower house of Parliament, responsible for overseeing debates, maintaining order, and representing the Assembly.
  • D. Speaker of the National Assembly
    The Speaker of the National Assembly is the highest-ranking officer who leads and represents Hungary’s unicameral parliament, overseeing its legislative sessions and procedures.
  • E. President of the National Assembly
    Yaël Braun-Pivet is a French politician who serves as the presiding officer of France’s lower house of Parliament, overseeing legislative debates and procedures.
  • 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681586788190ade529f584b76396 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b3696adb2c81909f67c90c31921097 completed March 13, 2026, 1:33 a.m.
NED2 Entity disambiguation (via description) batch_69b36d2bd5e88190b425e71d2585e9dc completed March 13, 2026, 1:49 a.m.
Created at: March 8, 2026, 3:17 p.m.