Triple
T11515631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Ends Recessions? (with Christina Romer) |
E273022
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Romer, Christina
Christina Romer is an American economist and former chair of the Council of Economic Advisers, known for her influential research on the Great Depression, monetary and fiscal policy, and the causes and endings of recessions.
|
E930672
|
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: Romer, Christina | Statement: [What Ends Recessions? (with Christina Romer), coAuthor, Romer, Christina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Romer, Christina Context triple: [What Ends Recessions? (with Christina Romer), coAuthor, Romer, Christina]
-
A.
Maria Cristina Heller
Maria Cristina Heller is an actress known for her role in the film "Walking on Sunshine."
-
B.
Rosalind Marquis
Rosalind Marquis was an American film actress of the 1930s known for her supporting roles in Hollywood crime dramas and musicals.
-
C.
Jane Sodenstierna
Jane Sodenstierna was the wife of Nobel Prize–winning Swedish physiologist and pharmacologist Ulf von Euler.
-
D.
Rosalind Sayre
Rosalind Sayre was the younger sister of Zelda Fitzgerald, connected to the literary and social circles surrounding Zelda and F. Scott Fitzgerald in the early 20th century.
-
E.
Kathryn Grody
Kathryn Grody is an American actress and writer known for her work in theater, film, and television, as well as for her long-standing marriage and creative partnership with actor Mandy Patinkin.
- 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: Romer, Christina Triple: [What Ends Recessions? (with Christina Romer), coAuthor, Romer, Christina]
Generated description
Christina Romer is an American economist and former chair of the Council of Economic Advisers, known for her influential research on the Great Depression, monetary and fiscal policy, and the causes and endings of recessions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Romer, Christina Target entity description: Christina Romer is an American economist and former chair of the Council of Economic Advisers, known for her influential research on the Great Depression, monetary and fiscal policy, and the causes and endings of recessions.
-
A.
Maria Cristina Heller
Maria Cristina Heller is an actress known for her role in the film "Walking on Sunshine."
-
B.
Rosalind Marquis
Rosalind Marquis was an American film actress of the 1930s known for her supporting roles in Hollywood crime dramas and musicals.
-
C.
Jane Sodenstierna
Jane Sodenstierna was the wife of Nobel Prize–winning Swedish physiologist and pharmacologist Ulf von Euler.
-
D.
Rosalind Sayre
Rosalind Sayre was the younger sister of Zelda Fitzgerald, connected to the literary and social circles surrounding Zelda and F. Scott Fitzgerald in the early 20th century.
-
E.
Kathryn Grody
Kathryn Grody is an American actress and writer known for her work in theater, film, and television, as well as for her long-standing marriage and creative partnership with actor Mandy Patinkin.
- 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_69d6aae2c3748190bed2ea50dfb160dc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d87fcc72a48190b81acedfcc8685d3 |
completed | April 10, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e625143a608190a1119b30c08df0fd |
completed | April 20, 2026, 1:07 p.m. |
| NEDg | Description generation | batch_69e62cf44018819094818f11ac653763 |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e674c3a98c8190b32dc6879cb3a5f9 |
completed | April 20, 2026, 6:47 p.m. |
Created at: April 8, 2026, 9:36 p.m.