Triple
T17714854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Home Improvement |
E442168
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Randy Taylor
Randy Taylor is a witty and intelligent middle son on the 1990s sitcom "Home Improvement," known for his sarcasm and evolving maturity throughout the series.
|
E1285396
|
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: Randy Taylor | Statement: [Home Improvement, character, Randy Taylor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randy Taylor Context triple: [Home Improvement, character, Randy Taylor]
-
A.
Larry Taylor
Larry Taylor was a British character actor known for his roles in mid-20th-century film and television, particularly in action and adventure productions.
-
B.
Randy Turpin
Randy Turpin was a British middleweight boxing champion best known for his stunning 1951 upset victory over Sugar Ray Robinson.
-
C.
Randy Brown
Randy Brown is an American screenwriter best known for writing the faith-based drama film "Miracles from Heaven."
-
D.
Randy Woods
Randy Woods is a former American basketball player best known as a standout guard at La Salle University who went on to play in the NBA.
-
E.
Jeff Ruland
Jeff Ruland is a former American professional basketball player and coach best known for his All-Star NBA career as a center in the 1980s, primarily with the Washington Bullets.
- 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: Randy Taylor Triple: [Home Improvement, character, Randy Taylor]
Generated description
Randy Taylor is a witty and intelligent middle son on the 1990s sitcom "Home Improvement," known for his sarcasm and evolving maturity throughout the series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randy Taylor Target entity description: Randy Taylor is a witty and intelligent middle son on the 1990s sitcom "Home Improvement," known for his sarcasm and evolving maturity throughout the series.
-
A.
Larry Taylor
Larry Taylor was a British character actor known for his roles in mid-20th-century film and television, particularly in action and adventure productions.
-
B.
Randy Turpin
Randy Turpin was a British middleweight boxing champion best known for his stunning 1951 upset victory over Sugar Ray Robinson.
-
C.
Randy Brown
Randy Brown is an American screenwriter best known for writing the faith-based drama film "Miracles from Heaven."
-
D.
Randy Woods
Randy Woods is a former American basketball player best known as a standout guard at La Salle University who went on to play in the NBA.
-
E.
Jeff Ruland
Jeff Ruland is a former American professional basketball player and coach best known for his All-Star NBA career as a center in the 1980s, primarily with the Washington Bullets.
- 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_69d8b9ec79688190b86bdcef85a7b3aa |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4747f217081909010f396caaf03be |
completed | April 19, 2026, 6:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0242edd438819089b8c23ff79c822e |
completed | May 11, 2026, 8:58 p.m. |
| NEDg | Description generation | batch_6a02455730948190b1151d24f260d768 |
completed | May 11, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0245c34d008190ae029000dc8e9cbc |
completed | May 11, 2026, 9:10 p.m. |
Created at: April 10, 2026, 10:06 a.m.