Triple
T4242119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peterson Institute for International Economics |
E95436
|
entity |
| Predicate | hasNotableScholar |
P21690
|
FINISHED |
| Object |
Caroline Freund
Caroline Freund is an economist known for her work on international trade and economic policy, including leadership roles at major policy research institutions and development organizations.
|
E433064
|
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: Caroline Freund | Statement: [Peterson Institute for International Economics, hasNotableScholar, Caroline Freund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Caroline Freund Context triple: [Peterson Institute for International Economics, hasNotableScholar, Caroline Freund]
-
A.
Caroline Wolff
Caroline Wolff is the long-suffering yet resilient mother in Tobias Wolff’s memoir and its film adaptation "This Boy’s Life," struggling to build a better life for herself and her son amid abusive relationships and instability.
-
B.
Elisabeth Vietz
Elisabeth Vietz was the mother of Austrian composer Franz Schubert, playing a formative role in his early family life and upbringing.
-
C.
Marie Schrader
Marie Schrader is a character in the television series "Breaking Bad," known as Skyler White’s kleptomaniac, purple-obsessed sister who is married to DEA agent Hank Schrader.
-
D.
Fannie Cohn
Fannie Cohn was a prominent labor organizer and leader in the American garment industry, known for her influential role in advancing workers’ rights through the International Ladies' Garment Workers' Union.
-
E.
Charlotte Bühler
Charlotte Bühler was an influential German-American developmental psychologist known for her pioneering work on child and lifespan development and her contributions to humanistic psychology.
- 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: Caroline Freund Triple: [Peterson Institute for International Economics, hasNotableScholar, Caroline Freund]
Generated description
Caroline Freund is an economist known for her work on international trade and economic policy, including leadership roles at major policy research institutions and development organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Caroline Freund Target entity description: Caroline Freund is an economist known for her work on international trade and economic policy, including leadership roles at major policy research institutions and development organizations.
-
A.
Caroline Wolff
Caroline Wolff is the long-suffering yet resilient mother in Tobias Wolff’s memoir and its film adaptation "This Boy’s Life," struggling to build a better life for herself and her son amid abusive relationships and instability.
-
B.
Elisabeth Vietz
Elisabeth Vietz was the mother of Austrian composer Franz Schubert, playing a formative role in his early family life and upbringing.
-
C.
Marie Schrader
Marie Schrader is a character in the television series "Breaking Bad," known as Skyler White’s kleptomaniac, purple-obsessed sister who is married to DEA agent Hank Schrader.
-
D.
Fannie Cohn
Fannie Cohn was a prominent labor organizer and leader in the American garment industry, known for her influential role in advancing workers’ rights through the International Ladies' Garment Workers' Union.
-
E.
Charlotte Bühler
Charlotte Bühler was an influential German-American developmental psychologist known for her pioneering work on child and lifespan development and her contributions to humanistic psychology.
- 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_69b3453d91548190b4d4ef8fe52aa2ac |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e891bc08190831187da4f553f48 |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db80ab4481908b733572b6286b65 |
completed | March 14, 2026, 10:04 p.m. |
| NEDg | Description generation | batch_69b5dc6a97208190b91d784285657bff |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dce749708190b9daf2c192b32de3 |
completed | March 14, 2026, 10:10 p.m. |
Created at: March 12, 2026, 11:05 p.m.