Triple

T21673329
Position Surface form Disambiguated ID Type / Status
Subject Led Zeppelin II E534907 entity
Predicate hasTrack P3284 FINISHED
Object What Is and What Should Never Be
"What Is and What Should Never Be" is a psychedelic-tinged hard rock song by Led Zeppelin, noted for its dynamic shifts, stereo effects, and Robert Plant’s surreal lyrics.
E1495999 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: What Is and What Should Never Be | Statement: [Led Zeppelin II, hasTrack, What Is and What Should Never Be]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What Is and What Should Never Be
Context triple: [Led Zeppelin II, hasTrack, What Is and What Should Never Be]
  • A. That What Is Not
    That What Is Not is a 1992 studio album by the post-punk band Public Image Ltd, known for its dense, guitar-driven sound and politically charged lyrics.
  • B. What Is There to Say
    "What Is There to Say" is a jazz album by virtuoso guitarist Joe Pass, showcasing his sophisticated improvisation and harmonic mastery.
  • C. What There Is
    "What There Is" is a song by the Norwegian indie-folk duo Kings of Convenience from their album "Declaration of Dependence."
  • D. What’s Wrong with the World
    "What’s Wrong with the World" is a 1910 collection of essays by G. K. Chesterton in which he critiques modern social and political trends and defends traditional Christian and family values.
  • E. What They Wanted, What They Got
    What They Wanted, What They Got is a comedic screenplay by writer Mark O’Keefe, best known for his work on films like Bruce Almighty.
  • 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: What Is and What Should Never Be
Triple: [Led Zeppelin II, hasTrack, What Is and What Should Never Be]
Generated description
"What Is and What Should Never Be" is a psychedelic-tinged hard rock song by Led Zeppelin, noted for its dynamic shifts, stereo effects, and Robert Plant’s surreal lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What Is and What Should Never Be
Target entity description: "What Is and What Should Never Be" is a psychedelic-tinged hard rock song by Led Zeppelin, noted for its dynamic shifts, stereo effects, and Robert Plant’s surreal lyrics.
  • A. That What Is Not
    That What Is Not is a 1992 studio album by the post-punk band Public Image Ltd, known for its dense, guitar-driven sound and politically charged lyrics.
  • B. What Is There to Say
    "What Is There to Say" is a jazz album by virtuoso guitarist Joe Pass, showcasing his sophisticated improvisation and harmonic mastery.
  • C. What There Is
    "What There Is" is a song by the Norwegian indie-folk duo Kings of Convenience from their album "Declaration of Dependence."
  • D. What’s Wrong with the World
    "What’s Wrong with the World" is a 1910 collection of essays by G. K. Chesterton in which he critiques modern social and political trends and defends traditional Christian and family values.
  • E. What They Wanted, What They Got
    What They Wanted, What They Got is a comedic screenplay by writer Mark O’Keefe, best known for his work on films like Bruce Almighty.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a0e06688190a75ea29534f5eed3 completed April 27, 2026, 4:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a15a7a19c8190a38ef90422f7feeb completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16ac5ee881909ede61c149be61fa completed May 17, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17d9a48881908d9858e40d41674c completed May 17, 2026, 7:32 p.m.
Created at: April 16, 2026, 6:41 p.m.