Triple
T13547281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George A. Akerlof |
E323544
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Rachel E. Kranton
Rachel E. Kranton is an economist known for her influential work on identity and its role in economic behavior and institutions.
|
E1046133
|
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: Rachel E. Kranton | Statement: [George A. Akerlof, coAuthor, Rachel E. Kranton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rachel E. Kranton Context triple: [George A. Akerlof, coAuthor, Rachel E. Kranton]
-
A.
Elizabeth J. Feinler
Elizabeth J. Feinler is an American information scientist best known for leading early internet directory and naming services, including managing the first WHOIS and domain name registries.
-
B.
Natalie E. Hudson
Natalie E. Hudson is an American jurist who serves as the Chief Justice of the Minnesota Supreme Court.
-
C.
Alison L. Coil
Alison L. Coil is an astrophysicist known for her work on observational cosmology and large-scale structure, including contributions to high-redshift supernova research.
-
D.
Heather K. Gerken
Heather K. Gerken is a prominent American legal scholar specializing in constitutional and election law who serves as the dean of Yale Law School.
-
E.
Emily L. Schaller
Emily L. Schaller is an American planetary scientist and astronomer known for her work on trans-Neptunian objects and other bodies in the outer Solar System.
- 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: Rachel E. Kranton Triple: [George A. Akerlof, coAuthor, Rachel E. Kranton]
Generated description
Rachel E. Kranton is an economist known for her influential work on identity and its role in economic behavior and institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rachel E. Kranton Target entity description: Rachel E. Kranton is an economist known for her influential work on identity and its role in economic behavior and institutions.
-
A.
Elizabeth J. Feinler
Elizabeth J. Feinler is an American information scientist best known for leading early internet directory and naming services, including managing the first WHOIS and domain name registries.
-
B.
Natalie E. Hudson
Natalie E. Hudson is an American jurist who serves as the Chief Justice of the Minnesota Supreme Court.
-
C.
Alison L. Coil
Alison L. Coil is an astrophysicist known for her work on observational cosmology and large-scale structure, including contributions to high-redshift supernova research.
-
D.
Heather K. Gerken
Heather K. Gerken is a prominent American legal scholar specializing in constitutional and election law who serves as the dean of Yale Law School.
-
E.
Emily L. Schaller
Emily L. Schaller is an American planetary scientist and astronomer known for her work on trans-Neptunian objects and other bodies in the outer Solar System.
- 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.