Triple
T23319690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | the Whiz Kids |
E591117
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Arjay Miller
Arjay Miller was an American economist and business executive best known as a member of Ford Motor Company's postwar "Whiz Kids" management team and later as dean of the Stanford Graduate School of Business.
|
E1580685
|
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: Arjay Miller | Statement: [the Whiz Kids, hasMember, Arjay Miller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arjay Miller Context triple: [the Whiz Kids, hasMember, Arjay Miller]
-
A.
Nolan Miller
Nolan Miller was a prominent American costume designer best known for creating the glamorous, opulent wardrobes on the 1980s television series "Dynasty."
-
B.
Arjay Smith
Arjay Smith is an American actor known for roles in film and television, including the sci-fi series "Roswell" and various supporting parts in major studio comedies and dramas.
-
C.
Zach Miller
Zach Miller is a film producer known for his work on the movie "The Messenger."
-
D.
Cody Miller
Cody Miller is an American competitive swimmer and Olympic medalist specializing in breaststroke events.
-
E.
Nate Miller
Nate Miller is an American soccer coach best known for managing the USL Championship club San Diego Loyal SC.
- 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: Arjay Miller Triple: [the Whiz Kids, hasMember, Arjay Miller]
Generated description
Arjay Miller was an American economist and business executive best known as a member of Ford Motor Company's postwar "Whiz Kids" management team and later as dean of the Stanford Graduate School of Business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arjay Miller Target entity description: Arjay Miller was an American economist and business executive best known as a member of Ford Motor Company's postwar "Whiz Kids" management team and later as dean of the Stanford Graduate School of Business.
-
A.
Nolan Miller
Nolan Miller was a prominent American costume designer best known for creating the glamorous, opulent wardrobes on the 1980s television series "Dynasty."
-
B.
Arjay Smith
Arjay Smith is an American actor known for roles in film and television, including the sci-fi series "Roswell" and various supporting parts in major studio comedies and dramas.
-
C.
Zach Miller
Zach Miller is a film producer known for his work on the movie "The Messenger."
-
D.
Cody Miller
Cody Miller is an American competitive swimmer and Olympic medalist specializing in breaststroke events.
-
E.
Nate Miller
Nate Miller is an American soccer coach best known for managing the USL Championship club San Diego Loyal SC.
- 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_69e25d1effe4819096907f95f610dbff |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1978440888190b316664812105d60 |
completed | April 29, 2026, 5:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4ca7d6b48190b3dbdc716333bb8f |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4fe862988190822c9ed08b8cf3cc |
completed | May 19, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c50888584819087cce519563da170 |
completed | May 19, 2026, 11:59 a.m. |
Created at: April 17, 2026, 5:07 p.m.