Triple
T18657653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tulco |
E456108
|
entity |
| Predicate | legalName |
P66
|
FINISHED |
| Object | Tulco LLC |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Tulco, legalName, Tulco LLC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tulco LLC Context triple: [Tulco, legalName, Tulco LLC]
-
A.
Tulco LLC
chosen
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.
-
B.
TLC Group, L.P.
TLC Group, L.P. was a pioneering private equity firm best known for executing one of the first billion-dollar leveraged buyouts of a U.S. company by an African American-led investment group.
-
C.
Tull Investment Group
Tull Investment Group is a private investment firm established by billionaire entrepreneur and film producer Thomas Tull, focusing on long-term, innovation-driven investments across diverse sectors.
-
D.
Talx Corporation
Talx Corporation is a workforce solutions and employment verification company that operates as a subsidiary of Equifax Inc.
-
E.
Alcolu Company
Alcolu Company was a prominent lumber and manufacturing firm whose operations and influence led to the naming of the community of Alcolu, South Carolina.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e550864b0481909e59fbcc79fda839 |
completed | April 19, 2026, 10 p.m. |
Created at: April 10, 2026, 11:48 a.m.