Triple

T1123041
Position Surface form Disambiguated ID Type / Status
Subject Hotchkiss School E24654 entity
Predicate motto P42 FINISHED
Object Moniti Meliora Sequamur
Moniti Meliora Sequamur is the Latin motto of The Hotchkiss School, traditionally translated as “Guided by Enlightenment, We Follow Better Things.”
 E127743 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: Moniti Meliora Sequamur | Statement: [Hotchkiss School, motto, Moniti Meliora Sequamur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Moniti Meliora Sequamur
Context triple: [Hotchkiss School, motto, Moniti Meliora Sequamur]
  • A. Meliora
    Meliora is the Latin motto of the University of Rochester, commonly interpreted as meaning “ever better” or “always better.”
  • B. Virtus et Labor
    Virtus et Labor is the Latin motto of the University of Turin, expressing the values of virtue and hard work.
  • C. Semper Supra
    Semper Supra is the official motto of the United States Space Force, reflecting its mission to remain ever vigilant and dominant in space.
  • D. Deus Nobis Fiducia
    Deus Nobis Fiducia is the Latin motto of George Washington University, expressing the institution’s trust or confidence in God.
  • E. Perstare et praestare
    Perstare et praestare is the Latin motto of New York University, commonly translated as "To persevere and to excel."
  • 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: Moniti Meliora Sequamur
Triple: [Hotchkiss School, motto, Moniti Meliora Sequamur]
Generated description
Moniti Meliora Sequamur is the Latin motto of The Hotchkiss School, traditionally translated as “Guided by Enlightenment, We Follow Better Things.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Moniti Meliora Sequamur
Target entity description: Moniti Meliora Sequamur is the Latin motto of The Hotchkiss School, traditionally translated as “Guided by Enlightenment, We Follow Better Things.”
  • A. Meliora
    Meliora is the Latin motto of the University of Rochester, commonly interpreted as meaning “ever better” or “always better.”
  • B. Virtus et Labor
    Virtus et Labor is the Latin motto of the University of Turin, expressing the values of virtue and hard work.
  • C. Semper Supra
    Semper Supra is the official motto of the United States Space Force, reflecting its mission to remain ever vigilant and dominant in space.
  • D. Deus Nobis Fiducia
    Deus Nobis Fiducia is the Latin motto of George Washington University, expressing the institution’s trust or confidence in God.
  • E. Perstare et praestare
    Perstare et praestare is the Latin motto of New York University, commonly translated as "To persevere and to excel."
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbc09e708190b099d436d1f737eb completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac539d51848190a9eb9ddaa7e4c6a8 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac54426e3c8190af166a54af44e210 completed March 7, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69ac54bb7b148190ba1c8ab2202cf429 completed March 7, 2026, 4:39 p.m.
Created at: March 1, 2026, 7:44 p.m.