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.