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.