Triple

T13547256
Position Surface form Disambiguated ID Type / Status
Subject George A. Akerlof E323544 entity
Predicate notableWork P4 FINISHED
Object Identity Economics
Identity Economics is a book by Nobel laureate George A. Akerlof and Rachel E. Kranton that explores how people’s social identities and norms shape economic behavior and market outcomes.
E1046131 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: Identity Economics | Statement: [George A. Akerlof, notableWork, Identity Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Identity Economics
Context triple: [George A. Akerlof, notableWork, Identity Economics]
  • A. Identity
    "Identity" is a 2003 psychological thriller film, directed by James Mangold and starring John Cusack and Ray Liotta, known for its twist-filled plot about strangers stranded at a remote motel during a storm.
  • B. IDP
    IDP is a professional development program designed to provide structured training and growth opportunities for interns early in their careers.
  • C. “Personal Identity”
    “Personal Identity” is a philosophical work by John Perry that explores the nature of selfhood and what it means for a person to persist over time.
  • D. Identity and Necessity
    Identity and Necessity is a seminal philosophical work by Saul Kripke that develops his influential ideas on modal logic, rigid designation, and the nature of necessary truths about identity.
  • E. Identity Assurance Level
    Identity Assurance Level is a graded measure used in digital identity systems to indicate the confidence that a claimed identity actually belongs to the person presenting it, based on the rigor of identity proofing and verification processes.
  • 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: Identity Economics
Triple: [George A. Akerlof, notableWork, Identity Economics]
Generated description
Identity Economics is a book by Nobel laureate George A. Akerlof and Rachel E. Kranton that explores how people’s social identities and norms shape economic behavior and market outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Identity Economics
Target entity description: Identity Economics is a book by Nobel laureate George A. Akerlof and Rachel E. Kranton that explores how people’s social identities and norms shape economic behavior and market outcomes.
  • A. Identity
    "Identity" is a 2003 psychological thriller film, directed by James Mangold and starring John Cusack and Ray Liotta, known for its twist-filled plot about strangers stranded at a remote motel during a storm.
  • B. IDP
    IDP is a professional development program designed to provide structured training and growth opportunities for interns early in their careers.
  • C. “Personal Identity”
    “Personal Identity” is a philosophical work by John Perry that explores the nature of selfhood and what it means for a person to persist over time.
  • D. Identity and Necessity
    Identity and Necessity is a seminal philosophical work by Saul Kripke that develops his influential ideas on modal logic, rigid designation, and the nature of necessary truths about identity.
  • E. Identity Assurance Level
    Identity Assurance Level is a graded measure used in digital identity systems to indicate the confidence that a claimed identity actually belongs to the person presenting it, based on the rigor of identity proofing and verification processes.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafdb466881908fb46642dc66849d completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da2c2008190b43a653a349ea0c7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75ed5457c819093081c6a22f13c91 completed May 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f75f7e9d2c81909ec5540b34ac97cb completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:45 p.m.