Triple

T22768805
Position Surface form Disambiguated ID Type / Status
Subject Freaky Friday (musical) E563196 entity
Predicate notableSong P4 FINISHED
Object Oh, Biology
"Oh, Biology" is an energetic, character-driven musical number from the stage adaptation of Freaky Friday that humorously explores teenage confusion and self-discovery.
E1553539 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: Oh, Biology | Statement: [Freaky Friday (musical), notableSong, Oh, Biology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oh, Biology
Context triple: [Freaky Friday (musical), notableSong, Oh, Biology]
  • A. This Is Biology
    "This Is Biology" is a widely read book by evolutionary biologist Ernst Mayr that explains the principles, history, and philosophical foundations of the biological sciences for a broad audience.
  • B. The Science of Life
    The Science of Life is a landmark early 20th-century biology book co-authored by H.G. Wells, his son George Philip Wells, and Julian Huxley that presents modern biological science in an accessible, encyclopedic form.
  • C. Biology: The Science of Life
    "Biology: The Science of Life" is a comprehensive biology textbook co-authored by George Philip Wells that presents fundamental principles of living systems for students and general readers.
  • D. On the Study of Biology
    "On the Study of Biology" is an essay by Thomas Henry Huxley that reflects on the nature, methods, and educational value of biological science.
  • E. Biological Didn't Bother
    "Biological Didn't Bother" is a hip hop single by Shaquille O’Neal released in the mid-1990s as part of his music career.
  • 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: Oh, Biology
Triple: [Freaky Friday (musical), notableSong, Oh, Biology]
Generated description
"Oh, Biology" is an energetic, character-driven musical number from the stage adaptation of Freaky Friday that humorously explores teenage confusion and self-discovery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oh, Biology
Target entity description: "Oh, Biology" is an energetic, character-driven musical number from the stage adaptation of Freaky Friday that humorously explores teenage confusion and self-discovery.
  • A. This Is Biology
    "This Is Biology" is a widely read book by evolutionary biologist Ernst Mayr that explains the principles, history, and philosophical foundations of the biological sciences for a broad audience.
  • B. The Science of Life
    The Science of Life is a landmark early 20th-century biology book co-authored by H.G. Wells, his son George Philip Wells, and Julian Huxley that presents modern biological science in an accessible, encyclopedic form.
  • C. Biology: The Science of Life
    "Biology: The Science of Life" is a comprehensive biology textbook co-authored by George Philip Wells that presents fundamental principles of living systems for students and general readers.
  • D. On the Study of Biology
    "On the Study of Biology" is an essay by Thomas Henry Huxley that reflects on the nature, methods, and educational value of biological science.
  • E. Biological Didn't Bother
    "Biological Didn't Bother" is a hip hop single by Shaquille O’Neal released in the mid-1990s as part of his music career.
  • 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_69e24552e11c81909c2d61578a558bd7 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17b59c9cc8190a6edd68f3209a672 completed April 29, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b982109788190acef5fb8cbb96c1b completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b98f528288190b716963b91513895 completed May 18, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0b99c5fba88190bfba0633a2e3c03b completed May 18, 2026, 10:59 p.m.
Created at: April 17, 2026, 3:27 p.m.