Triple

T7678717
Position Surface form Disambiguated ID Type / Status
Subject John T. Dunlop E173931 entity
Predicate memberOf P10 FINISHED
Object National Academy of Arbitrators
The National Academy of Arbitrators is a professional organization of leading labor and employment arbitrators in North America dedicated to upholding high standards of integrity, competence, and fairness in dispute resolution.
E681403 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: National Academy of Arbitrators | Statement: [John T. Dunlop, memberOf, National Academy of Arbitrators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Academy of Arbitrators
Context triple: [John T. Dunlop, memberOf, National Academy of Arbitrators]
  • A. National Arbitration Forum
    The National Arbitration Forum is a dispute resolution organization that provides arbitration and mediation services, including handling domain name conflicts under international policies.
  • B. Administrative Council of the Permanent Court of Arbitration
    The Administrative Council of the Permanent Court of Arbitration is the governing body that oversees the organization’s administration, finances, and general policy direction on behalf of its member states.
  • C. Court of Arbitration
    The Court of Arbitration, now known as the Constitutional Court of Belgium, is the country’s highest judicial body for reviewing the constitutionality of laws and protecting fundamental rights.
  • D. Community Court of Arbitration
    The Community Court of Arbitration was a judicial body responsible for resolving legal disputes and ensuring compliance with the constitutional framework of the French Community in Belgium.
  • E. International Bureau of the Permanent Court of Arbitration
    The International Bureau of the Permanent Court of Arbitration is the administrative secretariat that supports the Court’s dispute resolution activities and manages its day-to-day operations.
  • 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: National Academy of Arbitrators
Triple: [John T. Dunlop, memberOf, National Academy of Arbitrators]
Generated description
The National Academy of Arbitrators is a professional organization of leading labor and employment arbitrators in North America dedicated to upholding high standards of integrity, competence, and fairness in dispute resolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Academy of Arbitrators
Target entity description: The National Academy of Arbitrators is a professional organization of leading labor and employment arbitrators in North America dedicated to upholding high standards of integrity, competence, and fairness in dispute resolution.
  • A. National Arbitration Forum
    The National Arbitration Forum is a dispute resolution organization that provides arbitration and mediation services, including handling domain name conflicts under international policies.
  • B. Administrative Council of the Permanent Court of Arbitration
    The Administrative Council of the Permanent Court of Arbitration is the governing body that oversees the organization’s administration, finances, and general policy direction on behalf of its member states.
  • C. Court of Arbitration
    The Court of Arbitration, now known as the Constitutional Court of Belgium, is the country’s highest judicial body for reviewing the constitutionality of laws and protecting fundamental rights.
  • D. Community Court of Arbitration
    The Community Court of Arbitration was a judicial body responsible for resolving legal disputes and ensuring compliance with the constitutional framework of the French Community in Belgium.
  • E. International Bureau of the Permanent Court of Arbitration
    The International Bureau of the Permanent Court of Arbitration is the administrative secretariat that supports the Court’s dispute resolution activities and manages its day-to-day operations.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701fd18d88190888144a7d0f228d9 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a248750481908f0de08aee78c9ba completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2fd5a348190a952f6cc3e622474 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3a570948190ba733c3c858d4bfd completed March 29, 2026, 3:59 a.m.
Created at: March 27, 2026, 4:01 p.m.