Triple

T5053373
Position Surface form Disambiguated ID Type / Status
Subject Barking at Airplanes E113839 entity
Predicate hasPart P35 FINISHED
Object Begging for Favors (Learning How Things Work)
"Begging for Favors (Learning How Things Work)" is a track from the They Might Be Giants album "Barking at Airplanes," likely featuring the band’s characteristic offbeat, instructional, and experimental pop style.
E490222 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: Begging for Favors (Learning How Things Work) | Statement: [Barking at Airplanes, hasPart, Begging for Favors (Learning How Things Work)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Begging for Favors (Learning How Things Work)
Context triple: [Barking at Airplanes, hasPart, Begging for Favors (Learning How Things Work)]
  • A. To Be of Use
    "To Be of Use" is a song by indie singer-songwriter Smog (Bill Callahan), featured on his 1997 album *Red Apple Falls*.
  • B. Enquire Within Upon Everything
    Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
  • C. A Plea for Excuses
    A Plea for Excuses is a seminal philosophical essay by J. L. Austin that analyzes ordinary language and the ways people use excuses to navigate responsibility and blame.
  • D. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • E. Do Yourself a Favor
    "Do Yourself a Favor" is a soulful R&B track by Stevie Wonder from his early-1970s period, showcasing his evolving, socially aware songwriting and innovative production.
  • 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: Begging for Favors (Learning How Things Work)
Triple: [Barking at Airplanes, hasPart, Begging for Favors (Learning How Things Work)]
Generated description
"Begging for Favors (Learning How Things Work)" is a track from the They Might Be Giants album "Barking at Airplanes," likely featuring the band’s characteristic offbeat, instructional, and experimental pop style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Begging for Favors (Learning How Things Work)
Target entity description: "Begging for Favors (Learning How Things Work)" is a track from the They Might Be Giants album "Barking at Airplanes," likely featuring the band’s characteristic offbeat, instructional, and experimental pop style.
  • A. To Be of Use
    "To Be of Use" is a song by indie singer-songwriter Smog (Bill Callahan), featured on his 1997 album *Red Apple Falls*.
  • B. Enquire Within Upon Everything
    Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
  • C. A Plea for Excuses
    A Plea for Excuses is a seminal philosophical essay by J. L. Austin that analyzes ordinary language and the ways people use excuses to navigate responsibility and blame.
  • D. How to Be Good
    How to Be Good is a comic novel by British author Nick Hornby that explores morality, marriage, and midlife crisis through the perspective of a disillusioned doctor.
  • E. Do Yourself a Favor
    "Do Yourself a Favor" is a soulful R&B track by Stevie Wonder from his early-1970s period, showcasing his evolving, socially aware songwriting and innovative production.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd742a59448190918766c261cfa13d completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea486b394819082ea80694843b29e completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea509ff4c8190be2ce24e84366ea8 completed March 21, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69bea577f4b0819084d579e4d4804947 completed March 21, 2026, 2:04 p.m.
Created at: March 20, 2026, 1:38 p.m.