Triple
T16227497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bel Air, Maryland |
E393889
|
entity |
| Predicate | hasPublicLibrarySystem |
P10267
|
FINISHED |
| Object |
Harford County Public Library (serves town)
Harford County Public Library is the public library system serving communities throughout Harford County, Maryland, providing access to books, digital resources, and community programs.
|
E1200845
|
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: Harford County Public Library (serves town) | Statement: [Bel Air, Maryland, hasPublicLibrarySystem, Harford County Public Library (serves town)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harford County Public Library (serves town) Context triple: [Bel Air, Maryland, hasPublicLibrarySystem, Harford County Public Library (serves town)]
-
A.
Talbot County Free Library
Talbot County Free Library is a public library system serving residents of Talbot County, Maryland with books, digital resources, and community programs.
-
B.
Anne Arundel County Public Library
Anne Arundel County Public Library is the public library system serving residents of Anne Arundel County, Maryland, through a network of community branches and library services.
-
C.
Hancock County Public Library
Hancock County Public Library is a public library system serving residents of Hancock County, Indiana, with branches, collections, and community programs based in and around Greenfield.
-
D.
Person County Public Library
Person County Public Library is the main public library serving residents of Person County and the city of Roxboro, North Carolina, offering community programs, educational resources, and lending services.
-
E.
Montgomery County Public Libraries
Montgomery County Public Libraries is the public library system serving residents of Montgomery County, Maryland, through a network of community branches and services.
- 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: Harford County Public Library (serves town) Triple: [Bel Air, Maryland, hasPublicLibrarySystem, Harford County Public Library (serves town)]
Generated description
Harford County Public Library is the public library system serving communities throughout Harford County, Maryland, providing access to books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harford County Public Library (serves town) Target entity description: Harford County Public Library is the public library system serving communities throughout Harford County, Maryland, providing access to books, digital resources, and community programs.
-
A.
Talbot County Free Library
Talbot County Free Library is a public library system serving residents of Talbot County, Maryland with books, digital resources, and community programs.
-
B.
Anne Arundel County Public Library
Anne Arundel County Public Library is the public library system serving residents of Anne Arundel County, Maryland, through a network of community branches and library services.
-
C.
Hancock County Public Library
Hancock County Public Library is a public library system serving residents of Hancock County, Indiana, with branches, collections, and community programs based in and around Greenfield.
-
D.
Person County Public Library
Person County Public Library is the main public library serving residents of Person County and the city of Roxboro, North Carolina, offering community programs, educational resources, and lending services.
-
E.
Montgomery County Public Libraries
Montgomery County Public Libraries is the public library system serving residents of Montgomery County, Maryland, through a network of community branches and services.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d2785f88190ae80d5d61129d3e5 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00079c4184819091d3355a5afaeced |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a0009f631e08190aae358edc9ffad6b |
completed | May 10, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a000a6de0488190ac72fb9eee9ec531 |
completed | May 10, 2026, 4:32 a.m. |
Created at: April 10, 2026, 5:03 a.m.