Triple
T20174978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Binion's Gambling Hall and Hotel |
E492065
|
entity |
| Predicate | ownership |
P347
|
FINISHED |
| Object |
TLC Casino Enterprises
TLC Casino Enterprises is a Las Vegas–based casino and hospitality company that owns and operates downtown gaming properties.
|
E1416593
|
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: TLC Casino Enterprises | Statement: [Binion's Gambling Hall and Hotel, ownership, TLC Casino Enterprises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TLC Casino Enterprises Context triple: [Binion's Gambling Hall and Hotel, ownership, TLC Casino Enterprises]
-
A.
Tropicana Entertainment
Tropicana Entertainment was a casino and entertainment company that owned and operated a portfolio of casino resorts and gaming properties in the United States.
-
B.
Rush Street Gaming
Rush Street Gaming is a U.S.-based casino and gaming company that develops and operates regional casinos and online betting platforms.
-
C.
Bally’s Corporation
Bally’s Corporation is a U.S.-based casino and entertainment company that operates casinos, resorts, and online gaming platforms under the Bally’s brand.
-
D.
Boyd Gaming
Boyd Gaming is a major American gaming and hospitality company that owns and operates numerous casinos, hotels, and entertainment properties across the United States.
-
E.
Gateway Casinos & Entertainment
Gateway Casinos & Entertainment is a major Canadian gaming and entertainment company that owns and operates numerous casinos and related hospitality properties across the country.
- 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: TLC Casino Enterprises Triple: [Binion's Gambling Hall and Hotel, ownership, TLC Casino Enterprises]
Generated description
TLC Casino Enterprises is a Las Vegas–based casino and hospitality company that owns and operates downtown gaming properties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TLC Casino Enterprises Target entity description: TLC Casino Enterprises is a Las Vegas–based casino and hospitality company that owns and operates downtown gaming properties.
-
A.
Tropicana Entertainment
Tropicana Entertainment was a casino and entertainment company that owned and operated a portfolio of casino resorts and gaming properties in the United States.
-
B.
Rush Street Gaming
Rush Street Gaming is a U.S.-based casino and gaming company that develops and operates regional casinos and online betting platforms.
-
C.
Bally’s Corporation
Bally’s Corporation is a U.S.-based casino and entertainment company that operates casinos, resorts, and online gaming platforms under the Bally’s brand.
-
D.
Boyd Gaming
Boyd Gaming is a major American gaming and hospitality company that owns and operates numerous casinos, hotels, and entertainment properties across the United States.
-
E.
Gateway Casinos & Entertainment
Gateway Casinos & Entertainment is a major Canadian gaming and entertainment company that owns and operates numerous casinos and related hospitality properties across the country.
- 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_69da6266c6888190bc1a3ecf24814d34 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e668eaa3b88190bef4f2db0125fdfc |
completed | April 20, 2026, 5:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a083c77d38c8190929be133825ed8e7 |
completed | May 16, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_6a083d86085c8190a71d0dce65c659a4 |
completed | May 16, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a083eb380f48190bda8549d122f830b |
completed | May 16, 2026, 9:53 a.m. |
Created at: April 11, 2026, 11:36 p.m.