Triple

T14052532
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Administrative Service E338125 entity
Predicate officersCanHoldOffice P30087 FINISHED
Object Federal Secretary
A Federal Secretary is the highest-ranking civil servant in a federal ministry of Pakistan, responsible for overseeing policy implementation, administration, and coordination at the national level.
E1078818 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: Federal Secretary | Statement: [Pakistan Administrative Service, officersCanHoldOffice, Federal Secretary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Secretary
Context triple: [Pakistan Administrative Service, officersCanHoldOffice, Federal Secretary]
  • A. State Secretary
    A State Secretary is a senior government official who typically serves as a deputy to a minister, overseeing specific policy areas within a ministry.
  • B. Cabinet Secretary
    A Cabinet Secretary is a senior government minister responsible for leading a major department or policy area within the executive branch.
  • C. Federal Minister for Foreign Affairs
    The Federal Minister for Foreign Affairs is Germany’s chief diplomat and cabinet member responsible for directing the country’s foreign policy and representing it in international relations.
  • D. Secretary of Foreign Affairs
    The Secretary of Foreign Affairs is the Philippine government’s chief diplomat, responsible for directing the country’s foreign policy and managing its international relations through the Department of Foreign Affairs.
  • E. Secretary of the Council of State
    The Secretary of the Council of State is a senior Cuban official responsible for organizing and recording the work of the Council of State and supporting its decision-making processes.
  • 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: Federal Secretary
Triple: [Pakistan Administrative Service, officersCanHoldOffice, Federal Secretary]
Generated description
A Federal Secretary is the highest-ranking civil servant in a federal ministry of Pakistan, responsible for overseeing policy implementation, administration, and coordination at the national level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Secretary
Target entity description: A Federal Secretary is the highest-ranking civil servant in a federal ministry of Pakistan, responsible for overseeing policy implementation, administration, and coordination at the national level.
  • A. State Secretary
    A State Secretary is a senior government official who typically serves as a deputy to a minister, overseeing specific policy areas within a ministry.
  • B. Cabinet Secretary
    A Cabinet Secretary is a senior government minister responsible for leading a major department or policy area within the executive branch.
  • C. Federal Minister for Foreign Affairs
    The Federal Minister for Foreign Affairs is Germany’s chief diplomat and cabinet member responsible for directing the country’s foreign policy and representing it in international relations.
  • D. Secretary of Foreign Affairs
    The Secretary of Foreign Affairs is the Philippine government’s chief diplomat, responsible for directing the country’s foreign policy and managing its international relations through the Department of Foreign Affairs.
  • E. Secretary of the Council of State
    The Secretary of the Council of State is a senior Cuban official responsible for organizing and recording the work of the Council of State and supporting its decision-making processes.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c8bc54c8190a12f0fc056568538 completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb65e63b48190bd5bd4a36cd15396 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc76f99808190945fd3621fc183ff completed May 7, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69fcc807cdc48190a3b9dd940d17dc83 completed May 7, 2026, 5:12 p.m.
Created at: April 9, 2026, 10:20 p.m.