Triple

T10021098
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary of Kenya E200609 entity
Predicate mustAppearBefore P11124 FINISHED
Object Parliamentary committees of Kenya
Parliamentary committees of Kenya are specialized groups within the Kenyan Parliament responsible for scrutinizing government actions, reviewing legislation, and holding Cabinet Secretaries and public officials accountable.
E836421 NE FINISHED

How this triple was built (5 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: Parliamentary committees of Kenya | Statement: [Cabinet Secretary of Kenya, mustAppearBefore, Parliamentary committees of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parliamentary committees of Kenya
Context triple: [Cabinet Secretary of Kenya, mustAppearBefore, Parliamentary committees of Kenya]
  • A. Parliament of Kenya
    The Parliament of Kenya is the bicameral national legislature of Kenya, responsible for making laws, overseeing the executive, and representing the Kenyan people.
  • B. National Assembly of Kenya
    The National Assembly of Kenya is the lower house of the country’s bicameral legislature, responsible for lawmaking, budget approval, and oversight of the national executive.
  • C. Senate of Kenya
    The Senate of Kenya is the upper house of the country's bicameral legislature, representing the interests of Kenya’s counties at the national level.
  • D. Cabinet of Kenya
    The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
  • E. Standing Committees of the National Assembly of Tanzania
    The Standing Committees of the National Assembly of Tanzania are permanent parliamentary bodies that scrutinize legislation, oversee government activities, and handle specialized policy areas on behalf of the legislature.
  • 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: Parliamentary committees of Kenya
Triple: [Cabinet Secretary of Kenya, mustAppearBefore, Parliamentary committees of Kenya]
Generated description
Parliamentary committees of Kenya are specialized groups within the Kenyan Parliament responsible for scrutinizing government actions, reviewing legislation, and holding Cabinet Secretaries and public officials accountable.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parliamentary committees of Kenya
Target entity description: Parliamentary committees of Kenya are specialized groups within the Kenyan Parliament responsible for scrutinizing government actions, reviewing legislation, and holding Cabinet Secretaries and public officials accountable.
  • A. Parliament of Kenya
    The Parliament of Kenya is the bicameral national legislature of Kenya, responsible for making laws, overseeing the executive, and representing the Kenyan people.
  • B. National Assembly of Kenya
    The National Assembly of Kenya is the lower house of the country’s bicameral legislature, responsible for lawmaking, budget approval, and oversight of the national executive.
  • C. Senate of Kenya
    The Senate of Kenya is the upper house of the country's bicameral legislature, representing the interests of Kenya’s counties at the national level.
  • D. Cabinet of Kenya
    The Cabinet of Kenya is the executive decision-making body of the Kenyan government, composed of the President, Deputy President, and appointed Cabinet Secretaries who oversee various ministries and implement national policy.
  • E. Standing Committees of the National Assembly of Tanzania
    The Standing Committees of the National Assembly of Tanzania are permanent parliamentary bodies that scrutinize legislation, oversee government activities, and handle specialized policy areas on behalf of the legislature.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mustAppearBefore
Context triple: [Cabinet Secretary of Kenya, mustAppearBefore, Parliamentary committees of Kenya]
  • A. appearsBefore chosen
    Indicates that one entity occurs, is positioned, or is presented earlier in an ordered sequence than another entity.
  • B. heldBefore
    Indicates that one entity possessed or maintained control of something at an earlier time than another entity or event.
  • C. classPrecededBy
    Indicates that one class occurs or is scheduled before another class in a sequence or timetable.
  • D. meetsBefore
    Indicates that one entity encounters or meets another at some point in time that occurs earlier than a specified reference meeting or event.
  • E. introducedBefore
    Indicates that one entity was introduced or presented earlier in time than another entity.
  • F. None of above.

Provenance (6 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd79485881909df562bfff36ccf4 completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26ab241848190a97dea745f6d2324 completed April 5, 2026, 1:59 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
PD Predicate disambiguation batch_69cd4b7cd4208190b2253583ee2f892c completed April 1, 2026, 4:44 p.m.
Created at: March 30, 2026, 8:53 p.m.