Triple
T949413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Meadows |
E20485
|
entity |
| Predicate | precededByAsRepresentativeForNC11 |
P22497
|
FINISHED |
| Object |
Heath Shuler
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
|
E117995
|
NE FINISHED |
How this triple was built (5 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: Heath Shuler | Statement: [Mark Meadows, precededByAsRepresentativeForNC11, Heath Shuler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heath Shuler Context triple: [Mark Meadows, precededByAsRepresentativeForNC11, Heath Shuler]
-
A.
Emile Haynie
Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
-
B.
Micah Fitzerman-Blue
Micah Fitzerman-Blue is an American screenwriter and producer best known for co-writing the Fred Rogers-inspired film "A Beautiful Day in the Neighborhood."
-
C.
Jeremiah Rivers
Jeremiah Rivers is an American former college basketball player best known as the son of longtime NBA coach and former player Doc Rivers.
-
D.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
-
E.
Grady Lewis
Grady Lewis was an American basketball coach and former player best known for his role in early professional basketball, including coaching in the Basketball Association of America/NBA era.
- 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: Heath Shuler Triple: [Mark Meadows, precededByAsRepresentativeForNC11, Heath Shuler]
Generated description
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heath Shuler Target entity description: Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
-
A.
Emile Haynie
Emile Haynie is a Grammy-winning American record producer known for his work with artists such as Kanye West, Lana Del Rey, and Eminem.
-
B.
Micah Fitzerman-Blue
Micah Fitzerman-Blue is an American screenwriter and producer best known for co-writing the Fred Rogers-inspired film "A Beautiful Day in the Neighborhood."
-
C.
Jeremiah Rivers
Jeremiah Rivers is an American former college basketball player best known as the son of longtime NBA coach and former player Doc Rivers.
-
D.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
-
E.
Grady Lewis
Grady Lewis was an American basketball coach and former player best known for his role in early professional basketball, including coaching in the Basketball Association of America/NBA era.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededByAsRepresentativeForNC11 Context triple: [Mark Meadows, precededByAsRepresentativeForNC11, Heath Shuler]
-
A.
precedentFor
Indicates that one situation, decision, or case serves as an authoritative example or basis for deciding or interpreting another.
-
B.
appearsBefore
Indicates that one entity occurs, is positioned, or is presented earlier in an ordered sequence than another entity.
-
C.
cededTo
Indicates that control, ownership, or authority over something was formally transferred from one entity to another.
-
D.
confersPrecedenceIn
Indicates that one entity is granted higher priority, rank, or standing over another within a specified context or domain.
-
E.
cededFrom
Indicates that control, ownership, or sovereignty over something was transferred away from a source entity to another entity, typically through a formal or legal act of cession.
- F. None of above. chosen
Provenance (7 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_69a493b0f2fc81908cd227480a5356a1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3c191ac819099ebf3cb32f096d8 |
completed | March 1, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a0f4e088190b2fcd01e9475ff5d |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2a8dd818819088e6140e9a12594b |
completed | March 7, 2026, 1:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2af2efd88190b1da673aa3ead5fd |
completed | March 7, 2026, 1:41 p.m. |
| PD | Predicate disambiguation | batch_69a4b29f05f481908814bd11f235e9d0 |
completed | March 1, 2026, 9:41 p.m. |
| PDg | Predicate description generation | batch_69a4b385176081909e3e8c3f647c1fd4 |
completed | March 1, 2026, 9:45 p.m. |
Created at: March 1, 2026, 7:40 p.m.