Triple

T1504101
Position Surface form Disambiguated ID Type / Status
Subject The Hague University of Applied Sciences E33859 entity
Predicate hasMotto P42 FINISHED
Object Let’s change. You. Us. The world.
"Let’s change. You. Us. The world." is the inspirational motto of The Hague University of Applied Sciences, emphasizing personal growth, collective action, and global impact.
 E172049 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: Let’s change. You. Us. The world. | Statement: [The Hague University of Applied Sciences, hasMotto, Let’s change. You. Us. The world.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Let’s change. You. Us. The world.
Context triple: [The Hague University of Applied Sciences, hasMotto, Let’s change. You. Us. The world.]
  • A. Change the World
    "Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
  • B. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • C. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • D. Move the World
    "Move the World" is a song featured on the album *Darkness and Light*, likely reflecting the record’s blend of soulful, socially conscious themes.
  • E. Waiting on the World to Change
    "Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
  • 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: Let’s change. You. Us. The world.
Triple: [The Hague University of Applied Sciences, hasMotto, Let’s change. You. Us. The world.]
Generated description
"Let’s change. You. Us. The world." is the inspirational motto of The Hague University of Applied Sciences, emphasizing personal growth, collective action, and global impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Let’s change. You. Us. The world.
Target entity description: "Let’s change. You. Us. The world." is the inspirational motto of The Hague University of Applied Sciences, emphasizing personal growth, collective action, and global impact.
  • A. Change the World
    "Change the World" is a Grammy-winning soft rock song popularized by Eric Clapton, known for its smooth acoustic style and heartfelt lyrics.
  • B. Change
    Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
  • C. Change
    "Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
  • D. Move the World
    "Move the World" is a song featured on the album *Darkness and Light*, likely reflecting the record’s blend of soulful, socially conscious themes.
  • E. Waiting on the World to Change
    "Waiting on the World to Change" is a Grammy-winning pop-rock song by John Mayer that reflects on political apathy and the frustrations of a younger generation.
  • 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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a88731a8f081908b8facef7b602c02 completed March 4, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad233464b08190927694a8f236227b completed March 8, 2026, 7:20 a.m.
NEDg Description generation batch_69ad2399f8408190872be9c2f04644ca completed March 8, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69ad247476d08190827501ff5b380646 completed March 8, 2026, 7:25 a.m.
Created at: March 4, 2026, 7:24 p.m.