Triple
T7459963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Lottery and Gaming Control Agency |
E176218
|
entity |
| Predicate | hasAbbreviation |
P43
|
FINISHED |
| Object |
MLGCA
MLGCA is the state agency responsible for regulating and overseeing lottery and casino gaming operations in Maryland.
|
E666560
|
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: MLGCA | Statement: [Maryland Lottery and Gaming Control Agency, hasAbbreviation, MLGCA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MLGCA Context triple: [Maryland Lottery and Gaming Control Agency, hasAbbreviation, MLGCA]
-
A.
Gaussian mixture models
Gaussian mixture models are probabilistic clustering models that represent data as a combination of multiple Gaussian distributions, allowing soft cluster assignments and more flexible cluster shapes than KMeans.
-
B.
CLGC
CLGC is the abbreviated name for Cavs Legion GC, the Cleveland Cavaliers’ official NBA 2K League esports team.
-
C.
MLG
MLG is the IATA airport code for Abdul Rachman Saleh Airport serving the Malang area in East Java, Indonesia.
-
D.
GCA
GCA is a landmark U.S. federal law enacted in 1968 that regulates the firearms industry and gun sales, including licensing, prohibited persons, and interstate commerce in weapons.
-
E.
GCSA
GCSA is the acronym for the Chief Scientific Adviser to the UK Government, the senior official responsible for providing independent scientific advice to inform national policy and decision-making.
- 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: MLGCA Triple: [Maryland Lottery and Gaming Control Agency, hasAbbreviation, MLGCA]
Generated description
MLGCA is the state agency responsible for regulating and overseeing lottery and casino gaming operations in Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MLGCA Target entity description: MLGCA is the state agency responsible for regulating and overseeing lottery and casino gaming operations in Maryland.
-
A.
Gaussian mixture models
Gaussian mixture models are probabilistic clustering models that represent data as a combination of multiple Gaussian distributions, allowing soft cluster assignments and more flexible cluster shapes than KMeans.
-
B.
CLGC
CLGC is the abbreviated name for Cavs Legion GC, the Cleveland Cavaliers’ official NBA 2K League esports team.
-
C.
MLG
MLG is the IATA airport code for Abdul Rachman Saleh Airport serving the Malang area in East Java, Indonesia.
-
D.
GCA
GCA is a landmark U.S. federal law enacted in 1968 that regulates the firearms industry and gun sales, including licensing, prohibited persons, and interstate commerce in weapons.
-
E.
GCSA
GCSA is the acronym for the Chief Scientific Adviser to the UK Government, the senior official responsible for providing independent scientific advice to inform national policy and decision-making.
- 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_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3d525708190b7838e07ac2fbe1f |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8345f629c8190889081e18bdfe6f7 |
completed | March 28, 2026, 8:04 p.m. |
| NEDg | Description generation | batch_69c835279b108190b32415c2e3d92c6d |
completed | March 28, 2026, 8:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c835d2474081908ec1e93c1ced0b1f |
completed | March 28, 2026, 8:10 p.m. |
Created at: March 27, 2026, 3:38 p.m.