Triple
T17714530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greg Graffin |
E442160
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Population Wars
"Population Wars" is a nonfiction book by Bad Religion frontman and evolutionary biologist Greg Graffin that explores human conflict and cooperation through the lens of evolution and ecology.
|
E1284363
|
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: Population Wars | Statement: [Greg Graffin, hasWritten, Population Wars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Population Wars Context triple: [Greg Graffin, hasWritten, Population Wars]
-
A.
Civil Wars
"Civil Wars" is an early-1990s American legal drama television series centered on divorce lawyers in New York City.
-
B.
Wars
"Wars" is a six-book historical narrative by the Byzantine historian Procopius that chronicles the military campaigns of Emperor Justinian I, including the wars against the Persians, Vandals, and Goths.
-
C.
Wars
"Wars" is a song by the American rock band Fever Dream, released as a single from one of their studio albums.
-
D.
Resource Wars
Resource Wars is a nonfiction book by Michael Klare that analyzes how competition over scarce natural resources drives international conflict and shapes global security.
-
E.
Overseas War
Overseas War is an alternative name for the Portuguese Colonial War, a mid-20th-century conflict in which Portugal fought independence movements in its African colonies.
- 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: Population Wars Triple: [Greg Graffin, hasWritten, Population Wars]
Generated description
"Population Wars" is a nonfiction book by Bad Religion frontman and evolutionary biologist Greg Graffin that explores human conflict and cooperation through the lens of evolution and ecology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Population Wars Target entity description: "Population Wars" is a nonfiction book by Bad Religion frontman and evolutionary biologist Greg Graffin that explores human conflict and cooperation through the lens of evolution and ecology.
-
A.
Civil Wars
"Civil Wars" is an early-1990s American legal drama television series centered on divorce lawyers in New York City.
-
B.
Wars
"Wars" is a six-book historical narrative by the Byzantine historian Procopius that chronicles the military campaigns of Emperor Justinian I, including the wars against the Persians, Vandals, and Goths.
-
C.
Wars
"Wars" is a song by the American rock band Fever Dream, released as a single from one of their studio albums.
-
D.
Resource Wars
Resource Wars is a nonfiction book by Michael Klare that analyzes how competition over scarce natural resources drives international conflict and shapes global security.
-
E.
Overseas War
Overseas War is an alternative name for the Portuguese Colonial War, a mid-20th-century conflict in which Portugal fought independence movements in its African colonies.
- 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_69d8b9ec79688190b86bdcef85a7b3aa |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4747f217081909010f396caaf03be |
completed | April 19, 2026, 6:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a023029aa808190bfacd42036a2f673 |
completed | May 11, 2026, 7:38 p.m. |
| NEDg | Description generation | batch_6a0231835c748190b6908d6ddb5f25b4 |
completed | May 11, 2026, 7:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0232033f788190b0be2d3976ed57e4 |
completed | May 11, 2026, 7:46 p.m. |
Created at: April 10, 2026, 10:06 a.m.