Triple
T7111886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Executive Order 13166 |
E165725
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object |
Improving Access to Services for Persons with Limited English Proficiency
"Improving Access to Services for Persons with Limited English Proficiency" is a U.S. executive order directive that requires federal agencies and federally funded programs to ensure meaningful access to their services for individuals who do not speak English fluently.
|
E641687
|
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: Improving Access to Services for Persons with Limited English Proficiency | Statement: [Executive Order 13166, title, Improving Access to Services for Persons with Limited English Proficiency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Improving Access to Services for Persons with Limited English Proficiency Context triple: [Executive Order 13166, title, Improving Access to Services for Persons with Limited English Proficiency]
-
A.
Centre for Multilingualism in Society across the Lifespan
The Centre for Multilingualism in Society across the Lifespan is a research center focused on how multilingualism shapes and is shaped by individuals and societies throughout different stages of life.
-
B.
Making Globalization Work
Making Globalization Work is an influential book by economist Joseph Stiglitz that analyzes the failures of contemporary globalization and proposes reforms to make it more equitable and sustainable for developing and developed countries alike.
-
C.
Race, Language and Culture
Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
-
D.
Translation Services of Jehovah’s Witnesses
Translation Services of Jehovah’s Witnesses is the organizational department responsible for translating the religious literature and materials of Jehovah’s Witnesses into numerous languages worldwide.
-
E.
Translations Through Speakers
Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
- 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: Improving Access to Services for Persons with Limited English Proficiency Triple: [Executive Order 13166, title, Improving Access to Services for Persons with Limited English Proficiency]
Generated description
"Improving Access to Services for Persons with Limited English Proficiency" is a U.S. executive order directive that requires federal agencies and federally funded programs to ensure meaningful access to their services for individuals who do not speak English fluently.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Improving Access to Services for Persons with Limited English Proficiency Target entity description: "Improving Access to Services for Persons with Limited English Proficiency" is a U.S. executive order directive that requires federal agencies and federally funded programs to ensure meaningful access to their services for individuals who do not speak English fluently.
-
A.
Centre for Multilingualism in Society across the Lifespan
The Centre for Multilingualism in Society across the Lifespan is a research center focused on how multilingualism shapes and is shaped by individuals and societies throughout different stages of life.
-
B.
Making Globalization Work
Making Globalization Work is an influential book by economist Joseph Stiglitz that analyzes the failures of contemporary globalization and proposes reforms to make it more equitable and sustainable for developing and developed countries alike.
-
C.
Race, Language and Culture
Race, Language and Culture is a seminal 1940 collection of essays by anthropologist Franz Boas that challenges biological notions of race and emphasizes the cultural and linguistic foundations of human diversity.
-
D.
Translation Services of Jehovah’s Witnesses
Translation Services of Jehovah’s Witnesses is the organizational department responsible for translating the religious literature and materials of Jehovah’s Witnesses into numerous languages worldwide.
-
E.
Translations Through Speakers
Translations Through Speakers is Jon Bellion’s debut mixtape, blending pop, hip-hop, and electronic influences into a concept-driven, self-produced project that helped establish his signature sound.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5edf89c8190a069b35ff7768165 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbc35d48190974e207eb98dcbe3 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d31a9e8819096e6a3040b1852a9 |
completed | March 28, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79dc7d7d8819097e423ef70b03040 |
completed | March 28, 2026, 9:22 a.m. |
Created at: March 27, 2026, 2:43 p.m.