Triple

T8932130
Position Surface form Disambiguated ID Type / Status
Subject University of Liberia E212680 entity
Predicate hasMottoTranslation P2303 FINISHED
Object Light in Darkness
Light in Darkness is the English motto of the University of Liberia, expressing its mission to provide enlightenment and knowledge amid challenging circumstances.
 E765803 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: Light in Darkness | Statement: [University of Liberia, hasMottoTranslation, Light in Darkness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Light in Darkness
Context triple: [University of Liberia, hasMottoTranslation, Light in Darkness]
  • A. Darkness and the Light
    Darkness and the Light is a philosophical science fiction novel by Olaf Stapledon that contrasts two possible futures for humanity shaped by differing social and moral choices.
  • B. Even in Darkness
    Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
  • C. Light and Darkness
    "Light and Darkness" is an unfinished psychological novel by Japanese author Natsume Sōseki that explores marital conflict, social ambition, and inner turmoil in early 20th-century Japan.
  • D. Out of the Dark
    Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • E. Beware of Darkness
    "Beware of Darkness" is a progressive rock album by Spock’s Beard, known for its complex compositions and melodic, symphonic style.
  • 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: Light in Darkness
Triple: [University of Liberia, hasMottoTranslation, Light in Darkness]
Generated description
Light in Darkness is the English motto of the University of Liberia, expressing its mission to provide enlightenment and knowledge amid challenging circumstances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Light in Darkness
Target entity description: Light in Darkness is the English motto of the University of Liberia, expressing its mission to provide enlightenment and knowledge amid challenging circumstances.
  • A. Darkness and the Light
    Darkness and the Light is a philosophical science fiction novel by Olaf Stapledon that contrasts two possible futures for humanity shaped by differing social and moral choices.
  • B. Even in Darkness
    Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
  • C. Light and Darkness
    "Light and Darkness" is an unfinished psychological novel by Japanese author Natsume Sōseki that explores marital conflict, social ambition, and inner turmoil in early 20th-century Japan.
  • D. Out of the Dark
    Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • E. Beware of Darkness
    "Beware of Darkness" is a progressive rock album by Spock’s Beard, known for its complex compositions and melodic, symphonic style.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc668e5c108190b08f9cd6b4fd4a8b completed April 1, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba64dadc8190aea6f7528acab37a completed April 3, 2026, 1:02 p.m.
NEDg Description generation batch_69cfbb29eb4c81908d74d738d196c3c9 completed April 3, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_69cfbba71a948190afc03a1df9e5777c completed April 3, 2026, 1:07 p.m.
Created at: March 30, 2026, 6:57 p.m.