Triple

T15163897
Position Surface form Disambiguated ID Type / Status
Subject Starlite Walker E362284 entity
Predicate hasPart P35 FINISHED
Object “Advice to the Graduate”
“Advice to the Graduate” is a song by the indie rock band Silver Jews, featured on their 1994 album *Starlite Walker*.
 E1140589 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: “Advice to the Graduate” | Statement: [Starlite Walker, hasPart, “Advice to the Graduate”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “Advice to the Graduate”
Context triple: [Starlite Walker, hasPart, “Advice to the Graduate”]
  • A. 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.
  • B. 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.”
  • 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: “Advice to the Graduate”
Triple: [Starlite Walker, hasPart, “Advice to the Graduate”]
Generated description
“Advice to the Graduate” is a song by the indie rock band Silver Jews, featured on their 1994 album *Starlite Walker*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “Advice to the Graduate”
Target entity description: “Advice to the Graduate” is a song by the indie rock band Silver Jews, featured on their 1994 album *Starlite Walker*.
  • A. 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.
  • B. 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.”
  • 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 Augusta University's central unit overseeing advanced degree programs and graduate education across its various colleges and disciplines.
  • E. The Graduate School
    The Graduate School is James Madison University's division dedicated to overseeing and supporting its graduate-level academic programs and research.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064b21ac81908b793bdbd741bcd8 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffdf65c8190bf629dfc32b97caa completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec08c37dc8190a59289e4ee76beab completed May 9, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fec10cd2d48190ba96885ca604a853 completed May 9, 2026, 5:07 a.m.
Created at: April 10, 2026, 3:08 a.m.