Triple

T15267247
Position Surface form Disambiguated ID Type / Status
Subject Association for Library Collections and Technical Services E364930 entity
Predicate dissolvedInto P77 FINISHED
Object Core: Leadership, Infrastructure, Futures
Core: Leadership, Infrastructure, Futures is a division of the American Library Association that focuses on advancing library leadership, technology infrastructure, and future-oriented practices in libraries.
E1147067 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: Core: Leadership, Infrastructure, Futures | Statement: [Association for Library Collections and Technical Services, dissolvedInto, Core: Leadership, Infrastructure, Futures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Core: Leadership, Infrastructure, Futures
Context triple: [Association for Library Collections and Technical Services, dissolvedInto, Core: Leadership, Infrastructure, Futures]
  • A. Dynamics of Leadership
    "Dynamics of Leadership" is a foundational work in leadership studies that explores how leaders influence group processes, organizational change, and human relations.
  • B. Center for Leadership and Strategic Thinking
    The Center for Leadership and Strategic Thinking is a research and applied learning hub that advances evidence-based leadership development and strategic decision-making within the Foster School of Business.
  • C. Growing the Future, Leading the World
    "Growing the Future, Leading the World" is the official motto of Morgan State University, expressing its mission to cultivate future leaders with global impact.
  • D. Values, Technology and Innovation
    Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
  • E. Right Here, Right Now: Politics and Leadership in the Age of Disruption
    Right Here, Right Now: Politics and Leadership in the Age of Disruption is a political book by former Canadian prime minister Stephen Harper analyzing contemporary populism, globalization, and leadership challenges in a rapidly changing world.
  • 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: Core: Leadership, Infrastructure, Futures
Triple: [Association for Library Collections and Technical Services, dissolvedInto, Core: Leadership, Infrastructure, Futures]
Generated description
Core: Leadership, Infrastructure, Futures is a division of the American Library Association that focuses on advancing library leadership, technology infrastructure, and future-oriented practices in libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Core: Leadership, Infrastructure, Futures
Target entity description: Core: Leadership, Infrastructure, Futures is a division of the American Library Association that focuses on advancing library leadership, technology infrastructure, and future-oriented practices in libraries.
  • A. Dynamics of Leadership
    "Dynamics of Leadership" is a foundational work in leadership studies that explores how leaders influence group processes, organizational change, and human relations.
  • B. Center for Leadership and Strategic Thinking
    The Center for Leadership and Strategic Thinking is a research and applied learning hub that advances evidence-based leadership development and strategic decision-making within the Foster School of Business.
  • C. Growing the Future, Leading the World
    "Growing the Future, Leading the World" is the official motto of Morgan State University, expressing its mission to cultivate future leaders with global impact.
  • D. Values, Technology and Innovation
    Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
  • E. Right Here, Right Now: Politics and Leadership in the Age of Disruption
    Right Here, Right Now: Politics and Leadership in the Age of Disruption is a political book by former Canadian prime minister Stephen Harper analyzing contemporary populism, globalization, and leadership challenges in a rapidly changing world.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0094ca9ac8190a1f97a7b74c96cd5 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee602067c81908b1aaaca8871eeb9 completed May 9, 2026, 7:45 a.m.
NEDg Description generation batch_69fee6b1a29481908c5c945ef801468d completed May 9, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fee7b5e3f0819091246455e239996a completed May 9, 2026, 7:52 a.m.
Created at: April 10, 2026, 3:14 a.m.