Triple

T15235704
Position Surface form Disambiguated ID Type / Status
Subject American Library Association E364120 entity
Predicate publishes P80 FINISHED
Object ALA Neal-Schuman
ALA Neal-Schuman is an imprint of the American Library Association that specializes in publishing professional resources and textbooks for librarians and information professionals.
E1144371 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: ALA Neal-Schuman | Statement: [American Library Association, publishes, ALA Neal-Schuman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ALA Neal-Schuman
Context triple: [American Library Association, publishes, ALA Neal-Schuman]
  • A. Diane W. Nelson
    Diane W. Nelson is known primarily as the daughter of Major Malcolm Wheeler-Nicholson, the pioneering comic book publisher who founded the company that would become DC Comics.
  • B. Anita L. Allen
    Anita L. Allen is an American legal scholar and philosopher renowned for her pioneering work on privacy law, ethics, and civil rights.
  • C. Renee Luskin
    Renee Luskin is a philanthropist and benefactor whose support and contributions led to the naming of UCLA’s Luskin School of Public Affairs in her honor.
  • D. Joan C. Gratz
    Joan C. Gratz is an American animator and filmmaker renowned for pioneering clay painting animation and winning an Academy Award for her short film "Mona Lisa Descending a Staircase."
  • E. Barbara B. Jacobs
    Barbara B. Jacobs is a philanthropist whose significant support and contributions to the arts and education led to Indiana University’s renowned music school bearing her name.
  • 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: ALA Neal-Schuman
Triple: [American Library Association, publishes, ALA Neal-Schuman]
Generated description
ALA Neal-Schuman is an imprint of the American Library Association that specializes in publishing professional resources and textbooks for librarians and information professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ALA Neal-Schuman
Target entity description: ALA Neal-Schuman is an imprint of the American Library Association that specializes in publishing professional resources and textbooks for librarians and information professionals.
  • A. Diane W. Nelson
    Diane W. Nelson is known primarily as the daughter of Major Malcolm Wheeler-Nicholson, the pioneering comic book publisher who founded the company that would become DC Comics.
  • B. Anita L. Allen
    Anita L. Allen is an American legal scholar and philosopher renowned for her pioneering work on privacy law, ethics, and civil rights.
  • C. Renee Luskin
    Renee Luskin is a philanthropist and benefactor whose support and contributions led to the naming of UCLA’s Luskin School of Public Affairs in her honor.
  • D. Joan C. Gratz
    Joan C. Gratz is an American animator and filmmaker renowned for pioneering clay painting animation and winning an Academy Award for her short film "Mona Lisa Descending a Staircase."
  • E. Barbara B. Jacobs
    Barbara B. Jacobs is a philanthropist whose significant support and contributions to the arts and education led to Indiana University’s renowned music school bearing her name.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007d91e4881908ea52d11a3d4480a completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd3dd5a081909a1a7fceda648c29 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede8eed2c8190adb45306a1ec0faa completed May 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fedef546708190bdeedd2c61fdbc86 completed May 9, 2026, 7:15 a.m.
Created at: April 10, 2026, 3:12 a.m.