Triple
T9303712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew Gentzkow |
E223828
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Jesse M. Shapiro
Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
|
E798809
|
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: Jesse M. Shapiro | Statement: [Matthew Gentzkow, coAuthor, Jesse M. Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jesse M. Shapiro Context triple: [Matthew Gentzkow, coAuthor, Jesse M. Shapiro]
-
A.
Andrew A. Kosove
Andrew A. Kosove is an American film producer and co-founder of Alcon Entertainment, known for backing major Hollywood features across genres.
-
B.
Greg Shapiro
Greg Shapiro is an American film producer best known for his Academy Award-winning work on "The Hurt Locker" and other notable independent and studio films.
-
C.
Lawrence R. Jacobs
Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
-
D.
Eric Rosenbaum
Eric Rosenbaum is an inventor and designer known for creating playful, creative technology tools that make it easy for people of all ages to experiment with electronics and interactive media.
-
E.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
- 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: Jesse M. Shapiro Triple: [Matthew Gentzkow, coAuthor, Jesse M. Shapiro]
Generated description
Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jesse M. Shapiro Target entity description: Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
-
A.
Andrew A. Kosove
Andrew A. Kosove is an American film producer and co-founder of Alcon Entertainment, known for backing major Hollywood features across genres.
-
B.
Greg Shapiro
Greg Shapiro is an American film producer best known for his Academy Award-winning work on "The Hurt Locker" and other notable independent and studio films.
-
C.
Lawrence R. Jacobs
Lawrence R. Jacobs is an American political scientist known for his research on public opinion, democratic governance, and health policy.
-
D.
Eric Rosenbaum
Eric Rosenbaum is an inventor and designer known for creating playful, creative technology tools that make it easy for people of all ages to experiment with electronics and interactive media.
-
E.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd08d4c5e48190aa8c744a158e5fbb |
completed | April 1, 2026, noon |
| NED1 | Entity disambiguation (via context triple) | batch_69d1101359048190b37547d1fedb3bb1 |
completed | April 4, 2026, 1:20 p.m. |
| NEDg | Description generation | batch_69d110ca72088190b9a65529801784a5 |
completed | April 4, 2026, 1:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1112224488190aeae685a1681539f |
completed | April 4, 2026, 1:24 p.m. |
Created at: March 30, 2026, 7:36 p.m.