Triple
T1025912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold |
E22137
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ralph Arnold
Ralph Arnold is the name of several notable individuals, including figures in fields such as geology, engineering, and the arts.
|
E220677
|
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: Ralph Arnold | Statement: [Arnold, hasNotableBearer, Ralph Arnold]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ralph Arnold Context triple: [Arnold, hasNotableBearer, Ralph Arnold]
-
A.
Roger E. Broggie
Roger E. Broggie is a steam locomotive at Walt Disney World Railroad named in honor of Disney Imagineer and master machinist Roger E. Broggie, who was instrumental in developing Disney’s early railroad and ride systems.
-
B.
Abe Reles
Abe Reles was a notorious Brooklyn mobster and hitman who became infamous as a key government informant against the Murder, Inc. crime syndicate in the 1940s.
-
C.
Karl Arnold
Karl Arnold was a prominent German politician who served as Minister President of North Rhine-Westphalia and played a key role in post-World War II reconstruction and democratic development.
-
D.
Marvin Andrews
Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
-
E.
Harold Shannon
Harold Shannon was a Canadian sports executive known for being one of the owners involved with the Toronto Huskies professional basketball team in the 1940s.
- 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: Ralph Arnold Triple: [Arnold, hasNotableBearer, Ralph Arnold]
Generated description
Ralph Arnold is the name of several notable individuals, including figures in fields such as geology, engineering, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ralph Arnold Target entity description: Ralph Arnold is the name of several notable individuals, including figures in fields such as geology, engineering, and the arts.
-
A.
Roger E. Broggie
Roger E. Broggie is a steam locomotive at Walt Disney World Railroad named in honor of Disney Imagineer and master machinist Roger E. Broggie, who was instrumental in developing Disney’s early railroad and ride systems.
-
B.
Abe Reles
Abe Reles was a notorious Brooklyn mobster and hitman who became infamous as a key government informant against the Murder, Inc. crime syndicate in the 1940s.
-
C.
Karl Arnold
Karl Arnold was a prominent German politician who served as Minister President of North Rhine-Westphalia and played a key role in post-World War II reconstruction and democratic development.
-
D.
Marvin Andrews
Marvin Andrews is a Trinidad and Tobago former central defender best known for his powerful, committed performances in Scottish football, particularly with clubs like Livingston and Rangers.
-
E.
Harold Shannon
Harold Shannon was a Canadian sports executive known for being one of the owners involved with the Toronto Huskies professional basketball team in the 1940s.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f5e7b48190b26524573c2824ba |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfb7eeda88190bdedb28497fbd81e |
completed | March 8, 2026, 10:43 p.m. |
| NEDg | Description generation | batch_69adfc09ee3081909d0ab8577ca65b6d |
completed | March 8, 2026, 10:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd3ecb7881909a6692bb58211c2e |
completed | March 8, 2026, 10:50 p.m. |
Created at: March 1, 2026, 7:41 p.m.