Triple
T12226589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott D. Sagan |
E291365
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Benjamin A. Valentino
Benjamin A. Valentino is a political scientist known for his research on mass atrocities, civilian victimization in war, and public opinion on the use of force.
|
E972822
|
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: Benjamin A. Valentino | Statement: [Scott D. Sagan, coAuthor, Benjamin A. Valentino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin A. Valentino Context triple: [Scott D. Sagan, coAuthor, Benjamin A. Valentino]
-
A.
Lamont O. Repollet
Lamont O. Repollet is an American educator and academic administrator who serves as president of Kean University and is known for his prior role as New Jersey’s Commissioner of Education.
-
B.
Victor A. Tallarico
Victor A. Tallarico is better known as Steven Tyler, the lead singer of the rock band Aerosmith and father of Taj Monroe Tallarico.
-
C.
James A. Robinson
James A. Robinson is a political scientist and economist best known for his work on the role of institutions in economic development and for co-authoring influential books such as "Why Nations Fail."
-
D.
Timothy P. Villagomez
Timothy P. Villagomez is a Northern Mariana Islands politician who served as lieutenant governor and was later convicted in a major public corruption case involving government contracts.
-
E.
Franklin Lobos
Franklin Lobos is a former Chilean professional footballer who later worked as a miner and became widely known as one of the 33 miners rescued from the 2010 Copiapó mining accident in Chile.
- 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: Benjamin A. Valentino Triple: [Scott D. Sagan, coAuthor, Benjamin A. Valentino]
Generated description
Benjamin A. Valentino is a political scientist known for his research on mass atrocities, civilian victimization in war, and public opinion on the use of force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin A. Valentino Target entity description: Benjamin A. Valentino is a political scientist known for his research on mass atrocities, civilian victimization in war, and public opinion on the use of force.
-
A.
Lamont O. Repollet
Lamont O. Repollet is an American educator and academic administrator who serves as president of Kean University and is known for his prior role as New Jersey’s Commissioner of Education.
-
B.
Victor A. Tallarico
Victor A. Tallarico is better known as Steven Tyler, the lead singer of the rock band Aerosmith and father of Taj Monroe Tallarico.
-
C.
James A. Robinson
James A. Robinson is a political scientist and economist best known for his work on the role of institutions in economic development and for co-authoring influential books such as "Why Nations Fail."
-
D.
Timothy P. Villagomez
Timothy P. Villagomez is a Northern Mariana Islands politician who served as lieutenant governor and was later convicted in a major public corruption case involving government contracts.
-
E.
Franklin Lobos
Franklin Lobos is a former Chilean professional footballer who later worked as a miner and became widely known as one of the 33 miners rescued from the 2010 Copiapó mining accident in Chile.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ca2101c8190955c36704935036a |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aa9023881909f8373e02d2cad4b |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f61a13fd1481908a06ca65b276e0e1 |
completed | May 2, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f61ad2bd0c8190ada37bc1f8ae160f |
completed | May 2, 2026, 3:40 p.m. |
Created at: April 8, 2026, 9:51 p.m.