Triple
T11456007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tucson Roadrunners |
E271528
|
entity |
| Predicate | generalManager |
P537
|
FINISHED |
| Object |
John Ferguson Jr.
John Ferguson Jr. is a professional ice hockey executive known for holding general manager and front-office roles with multiple organizations in the American Hockey League and National Hockey League.
|
E925644
|
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: John Ferguson Jr. | Statement: [Tucson Roadrunners, generalManager, John Ferguson Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Ferguson Jr. Context triple: [Tucson Roadrunners, generalManager, John Ferguson Jr.]
-
A.
William Ferguson
William Ferguson was an Aboriginal Australian civil rights leader and activist who played a key role in organizing early campaigns for Indigenous rights and equality in the 20th century.
-
B.
James E. Ferguson II
James E. Ferguson II is a prominent American civil rights attorney known for his landmark litigation and advocacy against racial discrimination, often in partnership with fellow lawyer Julius L. Chambers.
-
C.
James McMillan Jr.
James McMillan Jr. is the central narrative figure in J. Cole’s concept album "4 Your Eyez Only," whose life story of struggle, crime, and legacy is told as a cautionary tale for his daughter.
-
D.
James Fleming
James Fleming is a relatively common personal name shared by various individuals across fields such as politics, sports, and the arts.
-
E.
Paul Ferguson
Paul Ferguson is an English drummer best known as a founding member of the post-punk band Killing Joke.
- 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: John Ferguson Jr. Triple: [Tucson Roadrunners, generalManager, John Ferguson Jr.]
Generated description
John Ferguson Jr. is a professional ice hockey executive known for holding general manager and front-office roles with multiple organizations in the American Hockey League and National Hockey League.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Ferguson Jr. Target entity description: John Ferguson Jr. is a professional ice hockey executive known for holding general manager and front-office roles with multiple organizations in the American Hockey League and National Hockey League.
-
A.
William Ferguson
William Ferguson was an Aboriginal Australian civil rights leader and activist who played a key role in organizing early campaigns for Indigenous rights and equality in the 20th century.
-
B.
James E. Ferguson II
James E. Ferguson II is a prominent American civil rights attorney known for his landmark litigation and advocacy against racial discrimination, often in partnership with fellow lawyer Julius L. Chambers.
-
C.
James McMillan Jr.
James McMillan Jr. is the central narrative figure in J. Cole’s concept album "4 Your Eyez Only," whose life story of struggle, crime, and legacy is told as a cautionary tale for his daughter.
-
D.
James Fleming
James Fleming is a relatively common personal name shared by various individuals across fields such as politics, sports, and the arts.
-
E.
Paul Ferguson
Paul Ferguson is an English drummer best known as a founding member of the post-punk band Killing Joke.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d81c71b1208190be1d5623d18e0222 |
completed | April 9, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d3e197c881909db2e4e59c61c3c3 |
completed | April 20, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69e5d5cc251081908b85f264940a6545 |
completed | April 20, 2026, 7:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5d924963c8190bfc55ffeb529a499 |
completed | April 20, 2026, 7:43 a.m. |
Created at: April 8, 2026, 9:35 p.m.