Triple
T21513069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spys4Darwin |
E530775
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Chris DeGarmo
Chris DeGarmo is an American guitarist and songwriter best known as a founding member and primary songwriter of the progressive metal band Queensrÿche.
|
E1487838
|
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: Chris DeGarmo | Statement: [Spys4Darwin, hasMember, Chris DeGarmo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chris DeGarmo Context triple: [Spys4Darwin, hasMember, Chris DeGarmo]
-
A.
Michael F. Ashby
Michael F. Ashby is a British materials scientist renowned for pioneering materials selection methods and design tools that have profoundly influenced engineering education and practice.
-
B.
Richard A. Diehl
Richard A. Diehl is an American archaeologist and Mesoamericanist best known for his influential research on the Olmec civilization and early complex societies in ancient Mexico.
-
C.
John W. Cahn
John W. Cahn was an influential American materials scientist renowned for his pioneering work in phase transformations and the thermodynamics of materials.
-
D.
Walter Leistikow
Walter Leistikow was a German painter and graphic artist associated with German Impressionism and a leading figure in Berlin’s modern art movement around 1900.
-
E.
Robert S. Beightler
Robert S. Beightler was a U.S. Army major general and National Guard officer who commanded the 37th Infantry Division in several key Pacific campaigns during World War II.
- 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: Chris DeGarmo Triple: [Spys4Darwin, hasMember, Chris DeGarmo]
Generated description
Chris DeGarmo is an American guitarist and songwriter best known as a founding member and primary songwriter of the progressive metal band Queensrÿche.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chris DeGarmo Target entity description: Chris DeGarmo is an American guitarist and songwriter best known as a founding member and primary songwriter of the progressive metal band Queensrÿche.
-
A.
Michael F. Ashby
Michael F. Ashby is a British materials scientist renowned for pioneering materials selection methods and design tools that have profoundly influenced engineering education and practice.
-
B.
Richard A. Diehl
Richard A. Diehl is an American archaeologist and Mesoamericanist best known for his influential research on the Olmec civilization and early complex societies in ancient Mexico.
-
C.
John W. Cahn
John W. Cahn was an influential American materials scientist renowned for his pioneering work in phase transformations and the thermodynamics of materials.
-
D.
Walter Leistikow
Walter Leistikow was a German painter and graphic artist associated with German Impressionism and a leading figure in Berlin’s modern art movement around 1900.
-
E.
Robert S. Beightler
Robert S. Beightler was a U.S. Army major general and National Guard officer who commanded the 37th Infantry Division in several key Pacific campaigns during World War II.
- 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_69e0c45c81f08190a6b8bbb70a45aae7 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea8779c081908171c58d345d54ae |
completed | April 23, 2026, 9:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e145ac5c8190a05cc2a80d28cac3 |
completed | May 17, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a09e1fc4f7881909e198768cdb43747 |
completed | May 17, 2026, 3:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09e2c86858819092216c12d8aa3348 |
completed | May 17, 2026, 3:46 p.m. |
Created at: April 16, 2026, 6:25 p.m.