Triple

T10654503
Position Surface form Disambiguated ID Type / Status
Subject Federal Court of Audit E251053 entity
Predicate sectorAudited P84204 FINISHED
Object federal public enterprises
Federal public enterprises are government-owned companies operating at the national level that provide public services or manage state assets while being subject to public oversight and audit.
E877409 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 public enterprises | Statement: [Federal Court of Audit, sectorAudited, federal public enterprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: federal public enterprises
Context triple: [Federal Court of Audit, sectorAudited, federal public enterprises]
  • A. Crown corporations
    Crown corporations are government-owned enterprises in Canada that operate at arm’s length from the state to provide commercial or public services while remaining publicly accountable.
  • B. Indian public sector undertakings
    Indian public sector undertakings are government-owned corporations and enterprises in India that operate across key sectors of the economy, including energy, defense, infrastructure, and manufacturing, to support national development and strategic objectives.
  • C. Ministry of SOEs
    The Ministry of SOEs is an Indonesian government ministry responsible for overseeing, managing, and reforming the country’s state-owned enterprises.
  • D. Federal government
    The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
  • E. Federal Land Banks
    Federal Land Banks were government-sponsored financial institutions in the United States that provided long-term credit to farmers and ranchers as part of the federal farm credit system.
  • 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 public enterprises
Triple: [Federal Court of Audit, sectorAudited, federal public enterprises]
Generated description
Federal public enterprises are government-owned companies operating at the national level that provide public services or manage state assets while being subject to public oversight and audit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: federal public enterprises
Target entity description: Federal public enterprises are government-owned companies operating at the national level that provide public services or manage state assets while being subject to public oversight and audit.
  • A. Crown corporations
    Crown corporations are government-owned enterprises in Canada that operate at arm’s length from the state to provide commercial or public services while remaining publicly accountable.
  • B. Indian public sector undertakings
    Indian public sector undertakings are government-owned corporations and enterprises in India that operate across key sectors of the economy, including energy, defense, infrastructure, and manufacturing, to support national development and strategic objectives.
  • C. Ministry of SOEs
    The Ministry of SOEs is an Indonesian government ministry responsible for overseeing, managing, and reforming the country’s state-owned enterprises.
  • D. Federal government
    The federal government is the national governing authority of a union of states, responsible for overarching laws, policies, and administration that apply across the entire country.
  • E. Federal Land Banks
    Federal Land Banks were government-sponsored financial institutions in the United States that provided long-term credit to farmers and ranchers as part of the federal farm credit system.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f31b72d081908ec8029cd9f6d814 completed April 9, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d97a71fac48190a6d7c99ebc5aad0a completed April 10, 2026, 10:32 p.m.
NEDg Description generation batch_69d97cc2b66c8190909a23927fbe3af5 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e13913081908dd1fb60fa44db05 completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 9:06 p.m.