Triple
T204067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The American Empire Project |
E4570
|
entity |
| Predicate | notableWorkInSeries |
P3199
|
FINISHED |
| Object |
Blowback
Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
|
E28267
|
NE FINISHED |
How this triple was built (5 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: Blowback | Statement: [The American Empire Project, notableWorkInSeries, Blowback]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blowback Context triple: [The American Empire Project, notableWorkInSeries, Blowback]
-
A.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
-
B.
Father of All Motherfuckers
Father of All Motherfuckers is a 2020 studio album by American punk rock band Green Day, fronted by Billie Joe Armstrong, known for its glam-punk style and departure from the band’s earlier sound.
-
C.
Backdraft
Backdraft is a 1991 action-thriller film about Chicago firefighters, directed by Ron Howard and known for its intense fire sequences and exploration of arson investigations.
-
D.
The Brave One
The Brave One is a 2007 psychological thriller film in which Jodie Foster plays a New York radio host who becomes a vigilante after a brutal attack.
-
E.
Operation Koltso
Operation Koltso was the final Soviet offensive in early 1943 that encircled and destroyed the remaining German 6th Army at Stalingrad, effectively ending the battle.
- 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: Blowback Triple: [The American Empire Project, notableWorkInSeries, Blowback]
Generated description
Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blowback Target entity description: Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
-
A.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
-
B.
Father of All Motherfuckers
Father of All Motherfuckers is a 2020 studio album by American punk rock band Green Day, fronted by Billie Joe Armstrong, known for its glam-punk style and departure from the band’s earlier sound.
-
C.
Backdraft
Backdraft is a 1991 action-thriller film about Chicago firefighters, directed by Ron Howard and known for its intense fire sequences and exploration of arson investigations.
-
D.
The Brave One
The Brave One is a 2007 psychological thriller film in which Jodie Foster plays a New York radio host who becomes a vigilante after a brutal attack.
-
E.
Operation Koltso
Operation Koltso was the final Soviet offensive in early 1943 that encircled and destroyed the remaining German 6th Army at Stalingrad, effectively ending the battle.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableWorkInSeries Context triple: [The American Empire Project, notableWorkInSeries, Blowback]
-
A.
notableWork
Indicates that one entity is a significant or well-known work (such as a book, artwork, or creation) produced by another entity.
-
B.
notableWorkSubject
Indicates that a work is notably associated with a particular subject, such as a person, topic, or entity, as its primary focus or theme.
-
C.
notableSeries
chosen
Indicates that an entity is a significant or well-known installment within a particular series or franchise.
-
D.
notedIn
Indicates that information about one entity is mentioned, recorded, or referenced within another entity, such as a document, record, or source.
-
E.
notableOriginalSeries
Indicates that an entity is recognized as a significant or distinguished original series associated with another entity (such as a platform, creator, or franchise).
- F. None of above.
Provenance (6 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_69a25f46b4f081909e5ee3718109a71f |
completed | Feb. 28, 2026, 3:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a34d935eb48190a6f327ae77917d2c |
completed | Feb. 28, 2026, 8:18 p.m. |
| NEDg | Description generation | batch_69a34e06b8488190b361506c261baab6 |
completed | Feb. 28, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34e63883c81908aa5d8d907c37720 |
completed | Feb. 28, 2026, 8:21 p.m. |
| PD | Predicate disambiguation | batch_69a25b4b42ec8190bef16bbbdd30a742 |
completed | Feb. 28, 2026, 3:04 a.m. |
Created at: Feb. 28, 2026, 2:51 a.m.