Triple
T204052
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The American Empire Project |
E4570
|
entity |
| Predicate | hasContributor |
P4244
|
FINISHED |
| Object |
Juan Cole
Juan Cole is an American historian and commentator best known for his expertise on the modern Middle East and U.S. foreign policy.
|
E28494
|
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: Juan Cole | Statement: [The American Empire Project, hasContributor, Juan Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juan Cole Context triple: [The American Empire Project, hasContributor, Juan Cole]
-
A.
Alfred W. McCoy
Alfred W. McCoy is an American historian and author known for his influential work on U.S. foreign policy, empire, and the global drug trade.
-
B.
Tom Engelhardt
Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
-
C.
Stephen Kinzer
Stephen Kinzer is an American author and former New York Times foreign correspondent known for his books on U.S. foreign policy, regime change, and the history of American intervention abroad.
-
D.
Chalmers Johnson
Chalmers Johnson was an American political scientist and author best known for his influential critiques of U.S. foreign policy and imperial overreach, particularly in works like "Blowback."
-
E.
Michael Klare
Michael Klare is an American scholar and author known for his work on peace and world security studies, particularly focusing on resource conflicts, U.S. foreign policy, and militarism.
- 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: Juan Cole Triple: [The American Empire Project, hasContributor, Juan Cole]
Generated description
Juan Cole is an American historian and commentator best known for his expertise on the modern Middle East and U.S. foreign policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juan Cole Target entity description: Juan Cole is an American historian and commentator best known for his expertise on the modern Middle East and U.S. foreign policy.
-
A.
Alfred W. McCoy
Alfred W. McCoy is an American historian and author known for his influential work on U.S. foreign policy, empire, and the global drug trade.
-
B.
Tom Engelhardt
Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
-
C.
Stephen Kinzer
Stephen Kinzer is an American author and former New York Times foreign correspondent known for his books on U.S. foreign policy, regime change, and the history of American intervention abroad.
-
D.
Chalmers Johnson
Chalmers Johnson was an American political scientist and author best known for his influential critiques of U.S. foreign policy and imperial overreach, particularly in works like "Blowback."
-
E.
Michael Klare
Michael Klare is an American scholar and author known for his work on peace and world security studies, particularly focusing on resource conflicts, U.S. foreign policy, and militarism.
- 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_69a25737567c81908f9c505300239181 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25be898ec8190b5e752a1d3b6f466 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a35274ba1c8190bc8d5ae975501d35 |
completed | Feb. 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69a3531e3b108190af202a514b4d51da |
completed | Feb. 28, 2026, 8:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3536dbe5c8190ba47e03cf867c88a |
completed | Feb. 28, 2026, 8:43 p.m. |
Created at: Feb. 28, 2026, 2:51 a.m.