Triple
T5596698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Code |
E147014
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Maryland Code, Economic Development |
E147014
|
NE FINISHED |
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: Maryland Code, Economic Development | Statement: [Maryland Code, hasPart, Maryland Code, Economic Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland Code, Economic Development Context triple: [Maryland Code, hasPart, Maryland Code, Economic Development]
-
A.
Maryland Code
chosen
The Maryland Code is the official compilation of the public general and permanent laws of the state of Maryland, organized by subject into statutory articles.
-
B.
Maryland Department of Commerce
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
C.
Maryland Open Meetings Act
The Maryland Open Meetings Act is a state law that requires government bodies in Maryland to conduct their meetings transparently and provide public access to their deliberations and decisions, with limited exceptions.
-
D.
Government of Maryland
The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
-
E.
Area Redevelopment Act amendments
The Area Redevelopment Act amendments were legislative changes aimed at strengthening and expanding federal efforts to stimulate economic development and job creation in chronically depressed areas of the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020bf77cc8190b8ca473c3a2e1d28 |
completed | March 22, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d3be1bc8190a5cdc1bf694356a6 |
completed | March 22, 2026, 8:12 p.m. |
Created at: March 22, 2026, 3:38 p.m.