Triple
T2971006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Defense Education Act |
E80278
|
entity |
| Predicate | section |
P3120
|
FINISHED |
| Object |
Title VI – Language Development
Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
|
E314332
|
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: Title VI – Language Development | Statement: [National Defense Education Act, section, Title VI – Language Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title VI – Language Development Context triple: [National Defense Education Act, section, Title VI – Language Development]
-
A.
Language: An Introduction to the Study of Speech
"Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
-
B.
Individuals with Disabilities Education Act Part C
Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
-
C.
Title VI Miscellaneous Provisions
Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
-
D.
On the Origin of Language
On the Origin of Language is a 19th-century work by philologist Hensleigh Wedgwood that explores the origins and development of human speech and linguistic forms.
-
E.
Goodbye to Language
Goodbye to Language is a 2014 experimental 3D film by French New Wave director Jean-Luc Godard that explores fractured communication, perception, and the limits of cinema through a fragmented, essay-like narrative.
- 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 VI – Language Development Triple: [National Defense Education Act, section, Title VI – Language Development]
Generated description
Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title VI – Language Development Target entity description: Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
-
A.
Language: An Introduction to the Study of Speech
"Language: An Introduction to the Study of Speech" is a foundational 1921 work in linguistics that systematically explores the nature, structure, and function of human language.
-
B.
Individuals with Disabilities Education Act Part C
Individuals with Disabilities Education Act Part C is the section of U.S. federal law that governs early intervention services for infants and toddlers with disabilities and their families.
-
C.
Title VI Miscellaneous Provisions
Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
-
D.
On the Origin of Language
On the Origin of Language is a 19th-century work by philologist Hensleigh Wedgwood that explores the origins and development of human speech and linguistic forms.
-
E.
Goodbye to Language
Goodbye to Language is a 2014 experimental 3D film by French New Wave director Jean-Luc Godard that explores fractured communication, perception, and the limits of cinema through a fragmented, essay-like narrative.
- 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_69ad8b14ffe881908ffed62f9595c867 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9973ed6881908f11f49ca2e171df |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fca6491c81909edaf6f495f17761 |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b1006c3ee48190b17b8216a8b700c9 |
completed | March 11, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b100dd4f108190b39926534096d6c7 |
completed | March 11, 2026, 5:42 a.m. |
Created at: March 8, 2026, 2:58 p.m.