Triple
T1331593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Higher Education Act of 1965 |
E28654
|
entity |
| Predicate | createdProgram |
P6694
|
FINISHED |
| Object |
Upward Bound
Upward Bound is a U.S. federal TRIO program that provides academic support and college preparation services to low-income and first-generation high school students to help them succeed in postsecondary education.
|
E151380
|
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: Upward Bound | Statement: [Higher Education Act of 1965, createdProgram, Upward Bound]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upward Bound Context triple: [Higher Education Act of 1965, createdProgram, Upward Bound]
-
A.
Aim High
"Aim High" is a song by John Legend from his R&B album *Love in the Future*.
-
B.
In School
In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
-
C.
Ignited Minds
Ignited Minds is a motivational and visionary book by A. P. J. Abdul Kalam that inspires Indian youth to harness their potential for national development and innovation.
-
D.
Down on the Upside
Down on the Upside is a 1996 studio album by American rock band Soundgarden that blends heavy alternative rock with more experimental and melodic elements.
-
E.
If Not Higher
"If Not Higher" is a classic Yiddish short story by I. L. Peretz that gently satirizes religious hypocrisy while celebrating genuine piety and compassion.
- 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: Upward Bound Triple: [Higher Education Act of 1965, createdProgram, Upward Bound]
Generated description
Upward Bound is a U.S. federal TRIO program that provides academic support and college preparation services to low-income and first-generation high school students to help them succeed in postsecondary education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upward Bound Target entity description: Upward Bound is a U.S. federal TRIO program that provides academic support and college preparation services to low-income and first-generation high school students to help them succeed in postsecondary education.
-
A.
Aim High
"Aim High" is a song by John Legend from his R&B album *Love in the Future*.
-
B.
In School
In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
-
C.
Ignited Minds
Ignited Minds is a motivational and visionary book by A. P. J. Abdul Kalam that inspires Indian youth to harness their potential for national development and innovation.
-
D.
Down on the Upside
Down on the Upside is a 1996 studio album by American rock band Soundgarden that blends heavy alternative rock with more experimental and melodic elements.
-
E.
If Not Higher
"If Not Higher" is a classic Yiddish short story by I. L. Peretz that gently satirizes religious hypocrisy while celebrating genuine piety and compassion.
- 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_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. |
Created at: March 1, 2026, 7:55 p.m.