Triple
T2714477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taxpayer Advocate Service |
E59935
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Objectives Report to Congress
Objectives Report to Congress is an annual report produced by the Taxpayer Advocate Service that outlines the agency’s priorities, plans, and systemic issues it intends to address in the upcoming year for the benefit of U.S. taxpayers.
|
E293823
|
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: Objectives Report to Congress | Statement: [Taxpayer Advocate Service, publishes, Objectives Report to Congress]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Objectives Report to Congress Context triple: [Taxpayer Advocate Service, publishes, Objectives Report to Congress]
-
A.
Annual Report to the President and Congress
The Annual Report to the President and Congress is a comprehensive yearly document that reviews the performance, oversight activities, and regulatory recommendations concerning the U.S. Postal Service.
-
B.
U.S. intelligence authorization and appropriations acts
U.S. intelligence authorization and appropriations acts are annual laws passed by Congress that govern, fund, and oversee the activities and budgets of the U.S. intelligence community.
-
C.
Ethics in Government Act
The Ethics in Government Act is a U.S. federal law enacted in 1978 that established financial disclosure requirements for public officials and created mechanisms such as the Office of Government Ethics and the independent counsel to promote transparency and prevent conflicts of interest in government.
-
D.
National Defense Authorization Acts
The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
-
E.
Clinger–Cohen Act of 1996
The Clinger–Cohen Act of 1996 is a U.S. federal law that reformed how the government acquires, manages, and uses information technology by emphasizing performance-based management and the establishment of agency Chief Information Officers.
- 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: Objectives Report to Congress Triple: [Taxpayer Advocate Service, publishes, Objectives Report to Congress]
Generated description
Objectives Report to Congress is an annual report produced by the Taxpayer Advocate Service that outlines the agency’s priorities, plans, and systemic issues it intends to address in the upcoming year for the benefit of U.S. taxpayers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Objectives Report to Congress Target entity description: Objectives Report to Congress is an annual report produced by the Taxpayer Advocate Service that outlines the agency’s priorities, plans, and systemic issues it intends to address in the upcoming year for the benefit of U.S. taxpayers.
-
A.
Annual Report to the President and Congress
The Annual Report to the President and Congress is a comprehensive yearly document that reviews the performance, oversight activities, and regulatory recommendations concerning the U.S. Postal Service.
-
B.
U.S. intelligence authorization and appropriations acts
U.S. intelligence authorization and appropriations acts are annual laws passed by Congress that govern, fund, and oversee the activities and budgets of the U.S. intelligence community.
-
C.
Ethics in Government Act
The Ethics in Government Act is a U.S. federal law enacted in 1978 that established financial disclosure requirements for public officials and created mechanisms such as the Office of Government Ethics and the independent counsel to promote transparency and prevent conflicts of interest in government.
-
D.
National Defense Authorization Acts
The National Defense Authorization Acts are annual U.S. federal laws that authorize and set policies and budgets for the Department of Defense and national security programs.
-
E.
Clinger–Cohen Act of 1996
The Clinger–Cohen Act of 1996 is a U.S. federal law that reformed how the government acquires, manages, and uses information technology by emphasizing performance-based management and the establishment of agency Chief Information Officers.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda93a2388190b55a1c821ef6bc64 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb687f6a081909ab1ba98a6ecc60f |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7c0ac9c819088939e2a20e74c24 |
completed | March 10, 2026, 6:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb84d36488190b49b05f2d5398627 |
completed | March 10, 2026, 6:21 a.m. |
Created at: March 6, 2026, 9:55 p.m.