Triple

T17519134
Position Surface form Disambiguated ID Type / Status
Subject YAGNI principle E426641 entity
Predicate fullName P16 FINISHED
Object You Aren’t Gonna Need It
You Aren’t Gonna Need It is a software development principle that advises against implementing features until they are actually required, to reduce complexity and waste.
 E1273269 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: You Aren’t Gonna Need It | Statement: [YAGNI principle, fullName, You Aren’t Gonna Need It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: You Aren’t Gonna Need It
Context triple: [YAGNI principle, fullName, You Aren’t Gonna Need It]
  • A. I Don't Need It
    "I Don't Need It" is a song by the American R&B singer-songwriter Intuition.
  • B. If You Need Me
    "If You Need Me" is a song by American singer-songwriter Julia Michaels (born Julia Carin Cavazos), showcasing her emotive pop style and introspective lyricism.
  • C. Don't Need Your Love
    "Don't Need Your Love" is a segment or component featured within the film "The Documentary."
  • D. Nobody Needs to Know
    "Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
  • E. Sometimes You Need
    "Sometimes You Need" is a track featured on the Billy Joel compilation album "Out of the Game."
  • 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: You Aren’t Gonna Need It
Triple: [YAGNI principle, fullName, You Aren’t Gonna Need It]
Generated description
You Aren’t Gonna Need It is a software development principle that advises against implementing features until they are actually required, to reduce complexity and waste.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: You Aren’t Gonna Need It
Target entity description: You Aren’t Gonna Need It is a software development principle that advises against implementing features until they are actually required, to reduce complexity and waste.
  • A. I Don't Need It
    "I Don't Need It" is a song by the American R&B singer-songwriter Intuition.
  • B. If You Need Me
    "If You Need Me" is a song by American singer-songwriter Julia Michaels (born Julia Carin Cavazos), showcasing her emotive pop style and introspective lyricism.
  • C. Don't Need Your Love
    "Don't Need Your Love" is a segment or component featured within the film "The Documentary."
  • D. Nobody Needs to Know
    "Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
  • E. Sometimes You Need
    "Sometimes You Need" is a track featured on the Billy Joel compilation album "Out of the Game."
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452d18c1c81908bb843bbddb44ca1 completed April 19, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c9408a188190b03fd6c83b743995 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01caa08fd08190bafa8e8acce9b0a5 completed May 11, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a01cafa20a8819084aaa2f6d28e918d completed May 11, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:49 a.m.