Triple
T19899137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berwyn Heights, Maryland |
E478233
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object |
Maryland Municipal League
The Maryland Municipal League is a nonprofit association representing and advocating for the interests of Maryland’s cities and towns at the state and federal levels.
|
E1401429
|
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: Maryland Municipal League | Statement: [Berwyn Heights, Maryland, isMemberOf, Maryland Municipal League]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland Municipal League Context triple: [Berwyn Heights, Maryland, isMemberOf, Maryland Municipal League]
-
A.
Maryland Council
The Maryland Council was the colonial advisory and executive body that assisted the royal governor in governing the Province of Maryland.
-
B.
Maryland Board of Public Works
The Maryland Board of Public Works is a powerful three-member state body that oversees and approves major public expenditures, contracts, and capital projects in Maryland.
-
C.
Maryland Department of Planning
The Maryland Department of Planning is a state agency responsible for guiding Maryland’s growth, land use, and preservation policies, including oversight of historic and cultural resource protection.
-
D.
National League of Cities
The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
-
E.
Maryland-National Capital Park and Planning Commission
The Maryland-National Capital Park and Planning Commission is a bi-county agency responsible for park management and land-use planning in Montgomery and Prince George’s counties in Maryland.
- 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: Maryland Municipal League Triple: [Berwyn Heights, Maryland, isMemberOf, Maryland Municipal League]
Generated description
The Maryland Municipal League is a nonprofit association representing and advocating for the interests of Maryland’s cities and towns at the state and federal levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryland Municipal League Target entity description: The Maryland Municipal League is a nonprofit association representing and advocating for the interests of Maryland’s cities and towns at the state and federal levels.
-
A.
Maryland Council
The Maryland Council was the colonial advisory and executive body that assisted the royal governor in governing the Province of Maryland.
-
B.
Maryland Board of Public Works
The Maryland Board of Public Works is a powerful three-member state body that oversees and approves major public expenditures, contracts, and capital projects in Maryland.
-
C.
Maryland Department of Planning
The Maryland Department of Planning is a state agency responsible for guiding Maryland’s growth, land use, and preservation policies, including oversight of historic and cultural resource protection.
-
D.
National League of Cities
The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
-
E.
Maryland-National Capital Park and Planning Commission
The Maryland-National Capital Park and Planning Commission is a bi-county agency responsible for park management and land-use planning in Montgomery and Prince George’s counties in Maryland.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6593fbb348190afa7acf45af406ed |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea42b8c88190922819539e4b640b |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07eaffbc748190b33574e2868f94c5 |
completed | May 16, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eb617a3c8190a0538feb7bc962cd |
completed | May 16, 2026, 3:58 a.m. |
Created at: April 10, 2026, 1:52 p.m.