Triple
T9985677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Katherine Schwarzenegger |
E196561
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
I Just Graduated... Now What?: Honest Answers from Those Who Have Been There
"I Just Graduated... Now What?: Honest Answers from Those Who Have Been There" is a nonfiction advice book by Katherine Schwarzenegger that offers recent graduates practical guidance and personal insights from a range of successful individuals about navigating life after college.
|
E833486
|
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: I Just Graduated... Now What?: Honest Answers from Those Who Have Been There | Statement: [Katherine Schwarzenegger, notableWork, I Just Graduated... Now What?: Honest Answers from Those Who Have Been There]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I Just Graduated... Now What?: Honest Answers from Those Who Have Been There Context triple: [Katherine Schwarzenegger, notableWork, I Just Graduated... Now What?: Honest Answers from Those Who Have Been There]
-
A.
Graduation
Graduation is Kanye West’s critically acclaimed 2007 studio album that blends hip hop with electronic and pop influences and features hits like “Stronger” and “Good Life.”
-
B.
The Last Graduate
The Last Graduate is a fantasy novel by Naomi Novik that continues the Scholomance series, following magically gifted students struggling to survive their deadly school as they approach graduation.
-
C.
The Graduate School
The Graduate School at Northwestern University is the central administrative unit overseeing the university’s graduate education, including its master’s and doctoral programs across diverse disciplines.
-
D.
The Graduate School
The Graduate School is James Madison University's division dedicated to overseeing and supporting its graduate-level academic programs and research.
-
E.
The Graduate School
The Graduate School is Augusta University's central unit overseeing advanced degree programs and graduate education across its various colleges and disciplines.
- 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: I Just Graduated... Now What?: Honest Answers from Those Who Have Been There Triple: [Katherine Schwarzenegger, notableWork, I Just Graduated... Now What?: Honest Answers from Those Who Have Been There]
Generated description
"I Just Graduated... Now What?: Honest Answers from Those Who Have Been There" is a nonfiction advice book by Katherine Schwarzenegger that offers recent graduates practical guidance and personal insights from a range of successful individuals about navigating life after college.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: I Just Graduated... Now What?: Honest Answers from Those Who Have Been There Target entity description: "I Just Graduated... Now What?: Honest Answers from Those Who Have Been There" is a nonfiction advice book by Katherine Schwarzenegger that offers recent graduates practical guidance and personal insights from a range of successful individuals about navigating life after college.
-
A.
Graduation
Graduation is Kanye West’s critically acclaimed 2007 studio album that blends hip hop with electronic and pop influences and features hits like “Stronger” and “Good Life.”
-
B.
The Last Graduate
The Last Graduate is a fantasy novel by Naomi Novik that continues the Scholomance series, following magically gifted students struggling to survive their deadly school as they approach graduation.
-
C.
The Graduate School
The Graduate School at Northwestern University is the central administrative unit overseeing the university’s graduate education, including its master’s and doctoral programs across diverse disciplines.
-
D.
The Graduate School
The Graduate School is James Madison University's division dedicated to overseeing and supporting its graduate-level academic programs and research.
-
E.
The Graduate School
The Graduate School is Augusta University's central unit overseeing advanced degree programs and graduate education across its various colleges and disciplines.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdc79af13c81909349ae0b0d5da946 |
completed | April 2, 2026, 1:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d258078488819086a58db79075e2b9 |
completed | April 5, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69d258f0e91881909fdda5a5f3e50d29 |
completed | April 5, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259bf38b08190b059dd7bd42d8862 |
completed | April 5, 2026, 12:46 p.m. |
Created at: March 30, 2026, 8:49 p.m.