Triple

T6923413
Position Surface form Disambiguated ID Type / Status
Subject James McKeen Cattell E160242 entity
Predicate founded P104 FINISHED
Object The Psychological Corporation
The Psychological Corporation is a prominent American publisher and distributor of psychological tests and educational assessments widely used in clinical, educational, and organizational settings.
E630085 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: The Psychological Corporation | Statement: [James McKeen Cattell, founded, The Psychological Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Psychological Corporation
Context triple: [James McKeen Cattell, founded, The Psychological Corporation]
  • A. National Institute of Psychology
    The National Institute of Psychology is a leading Pakistani research and teaching center dedicated to advancing psychological science and training professionals, operating under Quaid-i-Azam University in Islamabad.
  • B. Towers Watson
    Towers Watson was a global professional services firm specializing in risk management, insurance brokerage, and human capital consulting.
  • C. Western Behavioral Sciences Institute
    Western Behavioral Sciences Institute was an innovative research and training center in La Jolla, California, known for pioneering work in humanistic psychology, organizational development, and interdisciplinary social science.
  • D. Clinton Laboratories
    Clinton Laboratories was the original name of what became Oak Ridge National Laboratory, a key U.S. research facility established during the Manhattan Project for nuclear science and technology development.
  • E. Philip Crosby Associates
    Philip Crosby Associates is a management consulting firm best known for promoting Philip W. Crosby’s quality management principles, including “zero defects” and the idea that quality is free.
  • 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: The Psychological Corporation
Triple: [James McKeen Cattell, founded, The Psychological Corporation]
Generated description
The Psychological Corporation is a prominent American publisher and distributor of psychological tests and educational assessments widely used in clinical, educational, and organizational settings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Psychological Corporation
Target entity description: The Psychological Corporation is a prominent American publisher and distributor of psychological tests and educational assessments widely used in clinical, educational, and organizational settings.
  • A. National Institute of Psychology
    The National Institute of Psychology is a leading Pakistani research and teaching center dedicated to advancing psychological science and training professionals, operating under Quaid-i-Azam University in Islamabad.
  • B. Towers Watson
    Towers Watson was a global professional services firm specializing in risk management, insurance brokerage, and human capital consulting.
  • C. Western Behavioral Sciences Institute
    Western Behavioral Sciences Institute was an innovative research and training center in La Jolla, California, known for pioneering work in humanistic psychology, organizational development, and interdisciplinary social science.
  • D. Clinton Laboratories
    Clinton Laboratories was the original name of what became Oak Ridge National Laboratory, a key U.S. research facility established during the Manhattan Project for nuclear science and technology development.
  • E. Philip Crosby Associates
    Philip Crosby Associates is a management consulting firm best known for promoting Philip W. Crosby’s quality management principles, including “zero defects” and the idea that quality is free.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fea8d08190b6099a24fbac7de5 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7513bcd2c8190853bc6e8a33a1673 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751abed548190ac2152acd3029d2d completed March 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7558dd72081909af14d319ce01ff6 completed March 28, 2026, 4:14 a.m.
Created at: March 27, 2026, 2:26 p.m.