Triple
T20352085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sendhil Mullainathan |
E496036
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Marianne Bertrand
Marianne Bertrand is a prominent economist known for her influential research on labor economics, corporate governance, and behavioral economics, particularly in the areas of discrimination and inequality.
|
E1425099
|
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: Marianne Bertrand | Statement: [Sendhil Mullainathan, coAuthor, Marianne Bertrand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marianne Bertrand Context triple: [Sendhil Mullainathan, coAuthor, Marianne Bertrand]
-
A.
Nathalie Cresson
Nathalie Cresson is the daughter of Édith Cresson, the former Prime Minister of France.
-
B.
Mazarine Pingeot
Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French president François Mitterrand.
-
C.
Clémentine Poidatz
Clémentine Poidatz is a French actress known for her role in the National Geographic science-fiction drama series "Mars."
-
D.
Nathalie Barthe
Nathalie Barthe is a French local politician who serves as the mayor of the commune of Savines-le-Lac in southeastern France.
-
E.
Nathalie Descamps
Nathalie Descamps is a Belgian badminton player known for competing internationally in women's and mixed doubles events.
- 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: Marianne Bertrand Triple: [Sendhil Mullainathan, coAuthor, Marianne Bertrand]
Generated description
Marianne Bertrand is a prominent economist known for her influential research on labor economics, corporate governance, and behavioral economics, particularly in the areas of discrimination and inequality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marianne Bertrand Target entity description: Marianne Bertrand is a prominent economist known for her influential research on labor economics, corporate governance, and behavioral economics, particularly in the areas of discrimination and inequality.
-
A.
Nathalie Cresson
Nathalie Cresson is the daughter of Édith Cresson, the former Prime Minister of France.
-
B.
Mazarine Pingeot
Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French president François Mitterrand.
-
C.
Clémentine Poidatz
Clémentine Poidatz is a French actress known for her role in the National Geographic science-fiction drama series "Mars."
-
D.
Nathalie Barthe
Nathalie Barthe is a French local politician who serves as the mayor of the commune of Savines-le-Lac in southeastern France.
-
E.
Nathalie Descamps
Nathalie Descamps is a Belgian badminton player known for competing internationally in women's and mixed doubles events.
- 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_69e0b4a3f7f48190b37f354574028ca6 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67850ace48190b19aff5780fef7e8 |
completed | April 20, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a086967aef88190b138be722f410e82 |
completed | May 16, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0869f7b4208190858fdeae882e008d |
completed | May 16, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a086a893f1c81909bc40e3c4db0e147 |
completed | May 16, 2026, 1 p.m. |
Created at: April 16, 2026, 11:25 a.m.