Triple
T10994127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | REO Speedwagon |
E259819
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Neal Doughty
Neal Doughty is an American keyboardist best known as a founding member of the rock band REO Speedwagon.
|
E898582
|
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: Neal Doughty | Statement: [REO Speedwagon, hasMember, Neal Doughty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neal Doughty Context triple: [REO Speedwagon, hasMember, Neal Doughty]
-
A.
Warde Donovan
Warde Donovan was an American actor best known for his marriage to pioneering stand-up comedian Phyllis Diller.
-
B.
Chris Dugan
Chris Dugan is an American recording engineer and producer best known for his work with punk rock bands, including Green Day.
-
C.
Darryl Hickman
Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
-
D.
Doug Bowne
Doug Bowne is a musician best known for his work with the new wave band Tom Tom Club.
-
E.
Edward Cole
Edward Cole is a wealthy, cynical hospital magnate who, after being diagnosed with terminal cancer, embarks on a transformative around-the-world adventure to complete a "bucket list" of life goals in the film "The Bucket List."
- 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: Neal Doughty Triple: [REO Speedwagon, hasMember, Neal Doughty]
Generated description
Neal Doughty is an American keyboardist best known as a founding member of the rock band REO Speedwagon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neal Doughty Target entity description: Neal Doughty is an American keyboardist best known as a founding member of the rock band REO Speedwagon.
-
A.
Warde Donovan
Warde Donovan was an American actor best known for his marriage to pioneering stand-up comedian Phyllis Diller.
-
B.
Chris Dugan
Chris Dugan is an American recording engineer and producer best known for his work with punk rock bands, including Green Day.
-
C.
Darryl Hickman
Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
-
D.
Doug Bowne
Doug Bowne is a musician best known for his work with the new wave band Tom Tom Club.
-
E.
Edward Cole
Edward Cole is a wealthy, cynical hospital magnate who, after being diagnosed with terminal cancer, embarks on a transformative around-the-world adventure to complete a "bucket list" of life goals in the film "The Bucket List."
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d795d460d88190bff918d6dfdb0f93 |
completed | April 9, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3451451988190add2762b1e1be8ed |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e3556fd3548190a33f04604be947cf |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3593b0f8481909ed7a90f8bb9839d |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:24 p.m.