Triple
T838859
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Tull |
E18130
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Tulco LLC
Tulco LLC is a data-driven investment and holding company created by entrepreneur and film producer Thomas Tull to apply advanced analytics and technology to traditional industries.
|
E100555
|
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: Tulco LLC | Statement: [Thomas Tull, founded, Tulco LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tulco LLC Context triple: [Thomas Tull, founded, Tulco LLC]
-
A.
Calico LLC
Calico LLC is a research and development company focused on understanding aging and developing technologies to extend human healthspan, backed by Alphabet Inc.
-
B.
The Malpaso Company
The Malpaso Company is Clint Eastwood’s film production company, known for producing many of his notable movies.
-
C.
United Company
United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
-
D.
Otay-Tijuana Venture LLC
Otay-Tijuana Venture LLC is the private company that manages and operates the Cross Border Xpress pedestrian bridge and terminal linking San Diego with Tijuana International Airport.
-
E.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
- 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: Tulco LLC Triple: [Thomas Tull, founded, Tulco LLC]
Generated description
Tulco LLC is a data-driven investment and holding company created by entrepreneur and film producer Thomas Tull to apply advanced analytics and technology to traditional industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tulco LLC Target entity description: Tulco LLC is a data-driven investment and holding company created by entrepreneur and film producer Thomas Tull to apply advanced analytics and technology to traditional industries.
-
A.
Calico LLC
Calico LLC is a research and development company focused on understanding aging and developing technologies to extend human healthspan, backed by Alphabet Inc.
-
B.
The Malpaso Company
The Malpaso Company is Clint Eastwood’s film production company, known for producing many of his notable movies.
-
C.
United Company
United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
-
D.
Otay-Tijuana Venture LLC
Otay-Tijuana Venture LLC is the private company that manages and operates the Cross Border Xpress pedestrian bridge and terminal linking San Diego with Tijuana International Airport.
-
E.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abe4ab1081909207ae2eec1898d9 |
completed | March 1, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7929860f081909c86f84d7cfe6acb |
completed | March 4, 2026, 2:02 a.m. |
| NEDg | Description generation | batch_69a796370f388190b23cd19cc3fa5a3b |
completed | March 4, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a796bee5388190ab0abf0bfa08ad97 |
completed | March 4, 2026, 2:19 a.m. |
Created at: March 1, 2026, 7:38 p.m.