Triple
T7240642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lutherville-Timonium |
E155344
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Timonium
Timonium is a suburban community in Baltimore County, Maryland, known for its residential neighborhoods, light rail access, and the Maryland State Fairgrounds.
|
E769344
|
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: Timonium | Statement: [Lutherville-Timonium, contains, Timonium]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timonium Context triple: [Lutherville-Timonium, contains, Timonium]
-
A.
Ellicott City
Ellicott City is a historic unincorporated community in central Maryland known for its preserved 19th-century downtown and frequent, severe flooding events.
-
B.
Towson
Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
-
C.
Catonsville
Catonsville is a suburban community in Maryland known for its proximity to Baltimore and its historic, small-town character.
-
D.
Bel Air, Maryland
Bel Air, Maryland is a small town in Harford County that serves as a residential and commercial hub in northeastern Maryland.
-
E.
Cockeysville, Maryland
Cockeysville, Maryland is a suburban community in Baltimore County known for its commercial centers, residential neighborhoods, and role as a base for major corporations.
- 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: Timonium Triple: [Lutherville-Timonium, contains, Timonium]
Generated description
Timonium is a suburban community in Baltimore County, Maryland, known for its residential neighborhoods, light rail access, and the Maryland State Fairgrounds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timonium Target entity description: Timonium is a suburban community in Baltimore County, Maryland, known for its residential neighborhoods, light rail access, and the Maryland State Fairgrounds.
-
A.
Ellicott City
Ellicott City is a historic unincorporated community in central Maryland known for its preserved 19th-century downtown and frequent, severe flooding events.
-
B.
Towson
Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
-
C.
Catonsville
Catonsville is a suburban community in Maryland known for its proximity to Baltimore and its historic, small-town character.
-
D.
Bel Air, Maryland
Bel Air, Maryland is a small town in Harford County that serves as a residential and commercial hub in northeastern Maryland.
-
E.
Cockeysville, Maryland
Cockeysville, Maryland is a suburban community in Baltimore County known for its commercial centers, residential neighborhoods, and role as a base for major corporations.
- 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_69c688143bfc81908d4176617735e601 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea39230481908401ead83d8666cd |
completed | March 27, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc9129bec8190b3c1471ac8a131ac |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfc9b8cd108190a9b3482858b0363a |
completed | April 3, 2026, 2:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfca54d4dc8190a2f94a6f3d2acaf9 |
completed | April 3, 2026, 2:10 p.m. |
Created at: March 27, 2026, 2:55 p.m.