Triple
T12079901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Negro Family: The Case for National Action |
E287649
|
entity |
| Predicate | intendedAudience |
P481
|
FINISHED |
| Object |
U.S. policymakers
U.S. policymakers are government officials and legislators in the United States responsible for designing, debating, and implementing public policies at the federal, state, and local levels.
|
E602337
|
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: U.S. policymakers | Statement: [The Negro Family: The Case for National Action, intendedAudience, U.S. policymakers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. policymakers Context triple: [The Negro Family: The Case for National Action, intendedAudience, U.S. policymakers]
-
A.
U.S. politicians
U.S. politicians are elected or appointed public officials who serve in the federal, state, or local governments of the United States, shaping laws and public policy.
-
B.
United States federal officials
United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
-
C.
United States government
The United States government is the federal governing authority of the country, comprising executive, legislative, and judicial branches that create, enforce, and interpret national laws and policies.
-
D.
U.S. citizens
U.S. citizens are individuals who hold legal nationality of the United States, granting them specific rights, protections, and responsibilities under U.S. law.
-
E.
Congressional leaders
Congressional leaders are the top elected officials in the U.S. Congress, including party heads and key committee chairs, who guide legislative priorities and oversee major national policy decisions.
- 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: U.S. policymakers Triple: [The Negro Family: The Case for National Action, intendedAudience, U.S. policymakers]
Generated description
U.S. policymakers are government officials and legislators in the United States responsible for designing, debating, and implementing public policies at the federal, state, and local levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. policymakers Target entity description: U.S. policymakers are government officials and legislators in the United States responsible for designing, debating, and implementing public policies at the federal, state, and local levels.
-
A.
U.S. politicians
chosen
U.S. politicians are elected or appointed public officials who serve in the federal, state, or local governments of the United States, shaping laws and public policy.
-
B.
United States federal officials
United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
-
C.
United States government
The United States government is the federal governing authority of the country, comprising executive, legislative, and judicial branches that create, enforce, and interpret national laws and policies.
-
D.
U.S. citizens
U.S. citizens are individuals who hold legal nationality of the United States, granting them specific rights, protections, and responsibilities under U.S. law.
-
E.
Congressional leaders
Congressional leaders are the top elected officials in the U.S. Congress, including party heads and key committee chairs, who guide legislative priorities and oversee major national policy decisions.
- F. None of above.
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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9045e81f88190be2b1aabd93f077c |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f66301f081909697f9dd444a099e |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fde880f4819094b2170bf4e82138 |
completed | May 2, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc563a08190b95db768df475a3a |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:48 p.m.