Triple
T1331562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic Opportunity Act of 1964 |
E28653
|
entity |
| Predicate | headStartAuthorizedBy |
P27314
|
FINISHED |
| Object |
Title II
Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
|
E151377
|
NE FINISHED |
How this triple was built (5 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: Title II | Statement: [Economic Opportunity Act of 1964, headStartAuthorizedBy, Title II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title II Context triple: [Economic Opportunity Act of 1964, headStartAuthorizedBy, Title II]
-
A.
Title II
Title II is the section of the Americans with Disabilities Act that prohibits disability-based discrimination by state and local governments and requires equal access to their programs, services, and activities.
-
B.
Title III
Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
-
C.
Title III
Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
-
D.
Title II – Public Accommodations
Title II – Public Accommodations is the section of the Civil Rights Act of 1964 that prohibits discrimination based on race, color, religion, or national origin in places such as hotels, restaurants, theaters, and other public facilities.
-
E.
Title 2 of the United States Code
Title 2 of the United States Code is the portion of federal statutory law that governs the organization and operation of the U.S. Congress and related legislative branch entities.
- 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: Title II Triple: [Economic Opportunity Act of 1964, headStartAuthorizedBy, Title II]
Generated description
Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title II Target entity description: Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
-
A.
Title II
Title II is the section of the Americans with Disabilities Act that prohibits disability-based discrimination by state and local governments and requires equal access to their programs, services, and activities.
-
B.
Title III
Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
-
C.
Title III
Title III is the section of the Americans with Disabilities Act that prohibits disability-based discrimination in places of public accommodation and commercial facilities, requiring equal access to goods, services, and facilities.
-
D.
Title II – Public Accommodations
Title II – Public Accommodations is the section of the Civil Rights Act of 1964 that prohibits discrimination based on race, color, religion, or national origin in places such as hotels, restaurants, theaters, and other public facilities.
-
E.
Title 2 of the United States Code
Title 2 of the United States Code is the portion of federal statutory law that governs the organization and operation of the U.S. Congress and related legislative branch entities.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: headStartAuthorizedBy Context triple: [Economic Opportunity Act of 1964, headStartAuthorizedBy, Title II]
-
A.
authorizedHeadgear
Indicates that a particular item of headgear is officially permitted or approved for use in a given context or by a specific authority.
-
B.
headOfOrder
Indicates that one entity holds the primary leadership or highest authority position within a particular order or organized group.
-
C.
capitalStatusStart
Indicates the point in time when a place first acquires its status as a capital.
-
D.
canAuthorize
Indicates that one entity has the power or permission to grant approval or official permission for another entity to perform an action or access a resource.
-
E.
hasApprovalAuthority
Indicates that an entity possesses the power or right to review and formally approve or reject decisions, actions, or requests made by others.
- F. None of above. chosen
Provenance (7 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1c5f86c819098e98b046968954a |
completed | March 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf3593748190be52da4a586d69a5 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbfae49d88190988ba80e24e8cc62 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc08672908190b8f411d1378a890a |
completed | March 8, 2026, 12:19 a.m. |
| PD | Predicate disambiguation | batch_69a4beef6a188190996f8775bdda8f6c |
completed | March 1, 2026, 10:34 p.m. |
| PDg | Predicate description generation | batch_69a4c0b1326081909aa6beec0cfe8d6c |
completed | March 1, 2026, 10:41 p.m. |
Created at: March 1, 2026, 7:55 p.m.