Triple
T9873941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Markwayne Mullin |
E240026
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Mullin Plumbing, Inc.
Mullin Plumbing, Inc. is a plumbing services company founded and owned by Oklahoma businessman and U.S. Senator Markwayne Mullin.
|
E826651
|
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: Mullin Plumbing, Inc. | Statement: [Markwayne Mullin, employer, Mullin Plumbing, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mullin Plumbing, Inc. Context triple: [Markwayne Mullin, employer, Mullin Plumbing, Inc.]
-
A.
Sanderson Plumbing Products, Inc.
Sanderson Plumbing Products, Inc. is a plumbing fixtures manufacturer best known for its role as the employer-defendant in the U.S. Supreme Court age discrimination case Reeves v. Sanderson Plumbing Products, Inc.
-
B.
Durst Organization
The Durst Organization is a prominent New York City real estate development and management company known for owning and operating major commercial and residential properties, including notable Manhattan skyscrapers.
-
C.
Spillman Engineering Company
Spillman Engineering Company was an American manufacturer known for producing classic carousels and amusement rides in the early 20th century.
-
D.
Tellepsen Builders
Tellepsen Builders is a prominent Houston-based construction firm known for managing large-scale commercial and institutional building projects.
-
E.
C. F. Murphy Associates
C. F. Murphy Associates was a prominent American architectural firm known for designing major civic and cultural buildings in the mid-20th century.
- 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: Mullin Plumbing, Inc. Triple: [Markwayne Mullin, employer, Mullin Plumbing, Inc.]
Generated description
Mullin Plumbing, Inc. is a plumbing services company founded and owned by Oklahoma businessman and U.S. Senator Markwayne Mullin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mullin Plumbing, Inc. Target entity description: Mullin Plumbing, Inc. is a plumbing services company founded and owned by Oklahoma businessman and U.S. Senator Markwayne Mullin.
-
A.
Sanderson Plumbing Products, Inc.
Sanderson Plumbing Products, Inc. is a plumbing fixtures manufacturer best known for its role as the employer-defendant in the U.S. Supreme Court age discrimination case Reeves v. Sanderson Plumbing Products, Inc.
-
B.
Durst Organization
The Durst Organization is a prominent New York City real estate development and management company known for owning and operating major commercial and residential properties, including notable Manhattan skyscrapers.
-
C.
Spillman Engineering Company
Spillman Engineering Company was an American manufacturer known for producing classic carousels and amusement rides in the early 20th century.
-
D.
Tellepsen Builders
Tellepsen Builders is a prominent Houston-based construction firm known for managing large-scale commercial and institutional building projects.
-
E.
C. F. Murphy Associates
C. F. Murphy Associates was a prominent American architectural firm known for designing major civic and cultural buildings in the mid-20th century.
- 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_69ca84e8a0788190b9061811d50fd554 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3f89fa081908b58956902c193cf |
completed | April 2, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e47515788190b6644021e187e771 |
completed | April 5, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69d1e57366748190bf617374264d1873 |
completed | April 5, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e5ed9818819095119c3478f97419 |
completed | April 5, 2026, 4:32 a.m. |
Created at: March 30, 2026, 8:37 p.m.