Triple
T6022759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Megadeth |
E134102
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The System Has Failed
The System Has Failed is a 2004 thrash metal album by Megadeth that marked the band’s return after Dave Mustaine’s arm injury and is often seen as a creative resurgence.
|
E565261
|
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: The System Has Failed | Statement: [Megadeth, notableWork, The System Has Failed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The System Has Failed Context triple: [Megadeth, notableWork, The System Has Failed]
-
A.
The Tyranny of Controls
"The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
-
B.
Collapse: How Societies Choose to Fail or Succeed
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
C.
Broken Government
"Broken Government" is a political analysis book by former Nixon White House counsel John Dean that critiques the expansion of presidential power and the erosion of constitutional checks and balances in modern American governance.
-
D.
The Stalled Society
The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
-
E.
Without Fail
"Without Fail" is a thriller novel in Lee Child's Jack Reacher series, centered on Reacher's efforts to thwart an assassination attempt on the Vice President–elect of the United States.
- 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: The System Has Failed Triple: [Megadeth, notableWork, The System Has Failed]
Generated description
The System Has Failed is a 2004 thrash metal album by Megadeth that marked the band’s return after Dave Mustaine’s arm injury and is often seen as a creative resurgence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The System Has Failed Target entity description: The System Has Failed is a 2004 thrash metal album by Megadeth that marked the band’s return after Dave Mustaine’s arm injury and is often seen as a creative resurgence.
-
A.
The Tyranny of Controls
"The Tyranny of Controls" is a chapter from Milton and Rose Friedman's book *Free to Choose* that critiques government regulations and economic controls as harmful constraints on individual freedom and market efficiency.
-
B.
Collapse: How Societies Choose to Fail or Succeed
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
C.
Broken Government
"Broken Government" is a political analysis book by former Nixon White House counsel John Dean that critiques the expansion of presidential power and the erosion of constitutional checks and balances in modern American governance.
-
D.
The Stalled Society
The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
-
E.
Without Fail
"Without Fail" is a thriller novel in Lee Child's Jack Reacher series, centered on Reacher's efforts to thwart an assassination attempt on the Vice President–elect of the United States.
- 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_69c008742a5c8190b9cb9c2787a3d8b3 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04fbd7978819085d683578bc62aa3 |
completed | March 22, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1136da26081909b753fa8a2a91084 |
completed | March 23, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69c1174ff40c8190b19011a46eadea70 |
completed | March 23, 2026, 10:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c117a46d3881908267431287814acd |
completed | March 23, 2026, 10:36 a.m. |
Created at: March 22, 2026, 4:07 p.m.