Triple
T22342873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Heck Softball Complex |
E552318
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Bob Heck
Bob Heck is a notable figure in the softball community, recognized for his significant contributions to the sport that led to a major softball complex being named in his honor.
|
E1530876
|
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: Bob Heck | Statement: [Bob Heck Softball Complex, namedAfter, Bob Heck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bob Heck Context triple: [Bob Heck Softball Complex, namedAfter, Bob Heck]
-
A.
Paul Heck
Paul Heck is a music producer best known for his work on the compilation album "No Alternative" and other projects associated with the Red Hot Organization.
-
B.
Dick Hantak
Dick Hantak is a former National Football League official best known for serving as the referee in Super Bowl XXVII.
-
C.
Chet McCracken
Chet McCracken is an American drummer and percussionist best known for his work with the rock band The Doobie Brothers during the late 1970s and early 1980s.
-
D.
Robert Hedrock
Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
-
E.
Billy Holbrook
Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
- 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: Bob Heck Triple: [Bob Heck Softball Complex, namedAfter, Bob Heck]
Generated description
Bob Heck is a notable figure in the softball community, recognized for his significant contributions to the sport that led to a major softball complex being named in his honor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bob Heck Target entity description: Bob Heck is a notable figure in the softball community, recognized for his significant contributions to the sport that led to a major softball complex being named in his honor.
-
A.
Paul Heck
Paul Heck is a music producer best known for his work on the compilation album "No Alternative" and other projects associated with the Red Hot Organization.
-
B.
Dick Hantak
Dick Hantak is a former National Football League official best known for serving as the referee in Super Bowl XXVII.
-
C.
Chet McCracken
Chet McCracken is an American drummer and percussionist best known for his work with the rock band The Doobie Brothers during the late 1970s and early 1980s.
-
D.
Robert Hedrock
Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
-
E.
Billy Holbrook
Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
- 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_69e11e494eec81909c4d2d51f69499d9 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15795b2a881908d6cb8f97443ca17 |
completed | April 29, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ad52f90ac8190b86835cb706986a3 |
completed | May 18, 2026, 9 a.m. |
| NEDg | Description generation | batch_6a0ad9947a8481909b36b72d15432d63 |
completed | May 18, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ada8fe7208190bc1143e328abc112 |
completed | May 18, 2026, 9:23 a.m. |
Created at: April 16, 2026, 8:43 p.m.