Triple
T2821898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aubrey Williams |
E54827
|
entity |
| Predicate | sphereOfActivity |
P3
|
FINISHED |
| Object |
United States federal programs
United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
|
E300976
|
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: United States federal programs | Statement: [Aubrey Williams, sphereOfActivity, United States federal programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States federal programs Context triple: [Aubrey Williams, sphereOfActivity, United States federal programs]
-
A.
United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
-
B.
Public Assistance programs
Public Assistance programs are federally funded disaster relief initiatives that provide financial and technical support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, restore, and protect public infrastructure and facilities after major emergencies.
-
C.
United States federal budget
The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
-
D.
United States federal education laws
United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
-
E.
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.
- 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: United States federal programs Triple: [Aubrey Williams, sphereOfActivity, United States federal programs]
Generated description
United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States federal programs Target entity description: United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
-
A.
United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
-
B.
Public Assistance programs
Public Assistance programs are federally funded disaster relief initiatives that provide financial and technical support to state, local, tribal, and territorial governments, as well as certain nonprofits, to repair, restore, and protect public infrastructure and facilities after major emergencies.
-
C.
United States federal budget
The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
-
D.
United States federal education laws
United States federal education laws are a set of nationwide statutes and regulations that govern how public education is funded, administered, and made accessible and non-discriminatory across the country.
-
E.
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.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde704af88190a132626acc99745f |
completed | March 7, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afceaa45e88190a9007885cf7868ef |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afcf138c00819087913972df96f5ad |
completed | March 10, 2026, 7:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcf8d0318819088f9abd895f8ba0a |
completed | March 10, 2026, 8 a.m. |
Created at: March 6, 2026, 9:59 p.m.