Triple
T7386899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herb Sutter |
E170403
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Free Lunch Is Over
The Free Lunch Is Over is a widely cited 2005 essay by Herb Sutter arguing that the end of automatic performance gains from increasing CPU clock speeds would force software developers to embrace concurrency and parallelism.
|
E660913
|
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 Free Lunch Is Over | Statement: [Herb Sutter, notableWork, The Free Lunch Is Over]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Free Lunch Is Over Context triple: [Herb Sutter, notableWork, The Free Lunch Is Over]
-
A.
Freedom Is Not Free
Freedom Is Not Free is a commemorative inscription and phrase honoring the sacrifices made by military service members, prominently featured at the Korean War Veterans Memorial in Washington, D.C.
-
B.
Saving Capitalism from the Capitalists
"Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
-
C.
Good News for People Who Love Bad News
Good News for People Who Love Bad News is a critically acclaimed 2004 indie rock album by Modest Mouse, featuring the hit single "Float On" and marking the band's mainstream breakthrough.
-
D.
The Sum of Us
The Sum of Us is a 1994 Australian comedy-drama film about a widowed father and his gay son navigating love, family, and acceptance in suburban Sydney.
-
E.
Too Small to Fail
Too Small to Fail is an early childhood initiative focused on improving the health, learning, and well-being of young children, particularly from birth to age five.
- 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 Free Lunch Is Over Triple: [Herb Sutter, notableWork, The Free Lunch Is Over]
Generated description
The Free Lunch Is Over is a widely cited 2005 essay by Herb Sutter arguing that the end of automatic performance gains from increasing CPU clock speeds would force software developers to embrace concurrency and parallelism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Free Lunch Is Over Target entity description: The Free Lunch Is Over is a widely cited 2005 essay by Herb Sutter arguing that the end of automatic performance gains from increasing CPU clock speeds would force software developers to embrace concurrency and parallelism.
-
A.
Freedom Is Not Free
Freedom Is Not Free is a commemorative inscription and phrase honoring the sacrifices made by military service members, prominently featured at the Korean War Veterans Memorial in Washington, D.C.
-
B.
Saving Capitalism from the Capitalists
"Saving Capitalism from the Capitalists" is an influential economic book that argues for the importance of well-regulated, inclusive financial markets in sustaining true capitalism and preventing capture by powerful interests.
-
C.
Good News for People Who Love Bad News
Good News for People Who Love Bad News is a critically acclaimed 2004 indie rock album by Modest Mouse, featuring the hit single "Float On" and marking the band's mainstream breakthrough.
-
D.
The Sum of Us
The Sum of Us is a 1994 Australian comedy-drama film about a widowed father and his gay son navigating love, family, and acceptance in suburban Sydney.
-
E.
Too Small to Fail
Too Small to Fail is an early childhood initiative focused on improving the health, learning, and well-being of young children, particularly from birth to age five.
- 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_69c68a5e2c9081909e713ce866e0060a |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1f2bac481908ac74069182a4ce4 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802e56fb48190976612d2a94d6ee5 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c803707cec8190bb474c959ef93d48 |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803ed9ec4819090a9481954060769 |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 3:08 p.m.