Triple
T22839655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bickford |
E566045
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Steve Bickford
Steve Bickford is a computer scientist known for his work on formal methods and interactive theorem proving, particularly in connection with the Nuprl proof development system.
|
E1569184
|
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: Steve Bickford | Statement: [Bickford, hasNotableBearer, Steve Bickford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Bickford Context triple: [Bickford, hasNotableBearer, Steve Bickford]
-
A.
Michael Emrick
Michael "Doc" Emrick is a renowned American sportscaster best known as the longtime play-by-play announcer for National Hockey League broadcasts.
-
B.
Jack Bicknell
Jack Bicknell is an American football coach best known for leading Boston College to national prominence in the 1980s, including the famed Doug Flutie era and the 1984 Cotton Bowl victory.
-
C.
Greg Beeman
Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
-
D.
Dennis Wilkey
Dennis Wilkey is a songwriter best known for co-writing the lyrics to Grace Jones's hit song "I've Seen That Face Before (Libertango)."
-
E.
Bill Stanfill
Bill Stanfill was an American football defensive end best known for his standout career with the Miami Dolphins in the NFL during the 1960s and 1970s.
- 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: Steve Bickford Triple: [Bickford, hasNotableBearer, Steve Bickford]
Generated description
Steve Bickford is a computer scientist known for his work on formal methods and interactive theorem proving, particularly in connection with the Nuprl proof development system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Bickford Target entity description: Steve Bickford is a computer scientist known for his work on formal methods and interactive theorem proving, particularly in connection with the Nuprl proof development system.
-
A.
Michael Emrick
Michael "Doc" Emrick is a renowned American sportscaster best known as the longtime play-by-play announcer for National Hockey League broadcasts.
-
B.
Jack Bicknell
Jack Bicknell is an American football coach best known for leading Boston College to national prominence in the 1980s, including the famed Doug Flutie era and the 1984 Cotton Bowl victory.
-
C.
Greg Beeman
Greg Beeman is an American television director and producer known for his work on genre series such as "Falling Skies," "Heroes," and "Smallville."
-
D.
Dennis Wilkey
Dennis Wilkey is a songwriter best known for co-writing the lyrics to Grace Jones's hit song "I've Seen That Face Before (Libertango)."
-
E.
Bill Stanfill
Bill Stanfill was an American football defensive end best known for his standout career with the Miami Dolphins in the NFL during the 1960s and 1970s.
- 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_69e245869e188190a196584f36e682da |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e8325948190a3b63f2cd0371373 |
completed | April 29, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c159658f48190ad025bf4441f6f7c |
completed | May 19, 2026, 7:47 a.m. |
| NEDg | Description generation | batch_6a0c16f636c88190968d66908d877694 |
completed | May 19, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c177d90fc8190bef32aa68d66bb01 |
completed | May 19, 2026, 7:55 a.m. |
Created at: April 17, 2026, 3:35 p.m.