Triple
T4479033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doylestown, Pennsylvania |
E100081
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Doylestown branch of Bucks County Free Library
The Doylestown branch of Bucks County Free Library is a public library serving as a central community hub for reading, learning, and cultural programs in Doylestown, Pennsylvania.
|
E441880
|
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: Doylestown branch of Bucks County Free Library | Statement: [Doylestown, Pennsylvania, hasLibrary, Doylestown branch of Bucks County Free Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doylestown branch of Bucks County Free Library Context triple: [Doylestown, Pennsylvania, hasLibrary, Doylestown branch of Bucks County Free Library]
-
A.
Montgomery County-Norristown Public Library
The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
-
B.
Norristown Branch
The Norristown Branch is a commuter rail line in the Philadelphia region that connects the city with its northwestern suburbs, including Norristown.
-
C.
Lower Merion Library System
The Lower Merion Library System is a network of public libraries serving residents of Lower Merion Township in Pennsylvania with lending materials, programs, and community services.
-
D.
Kingsessing Branch of the Free Library of Philadelphia
The Kingsessing Branch of the Free Library of Philadelphia is a neighborhood public library serving the Kingsessing area of Southwest Philadelphia with lending services, community programs, and access to information resources.
-
E.
Abington Social Library
Abington Social Library is a historic community library in Abington, Connecticut, known for serving as a longstanding local cultural and educational center.
- 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: Doylestown branch of Bucks County Free Library Triple: [Doylestown, Pennsylvania, hasLibrary, Doylestown branch of Bucks County Free Library]
Generated description
The Doylestown branch of Bucks County Free Library is a public library serving as a central community hub for reading, learning, and cultural programs in Doylestown, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doylestown branch of Bucks County Free Library Target entity description: The Doylestown branch of Bucks County Free Library is a public library serving as a central community hub for reading, learning, and cultural programs in Doylestown, Pennsylvania.
-
A.
Montgomery County-Norristown Public Library
The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
-
B.
Norristown Branch
The Norristown Branch is a commuter rail line in the Philadelphia region that connects the city with its northwestern suburbs, including Norristown.
-
C.
Lower Merion Library System
The Lower Merion Library System is a network of public libraries serving residents of Lower Merion Township in Pennsylvania with lending materials, programs, and community services.
-
D.
Kingsessing Branch of the Free Library of Philadelphia
The Kingsessing Branch of the Free Library of Philadelphia is a neighborhood public library serving the Kingsessing area of Southwest Philadelphia with lending services, community programs, and access to information resources.
-
E.
Abington Social Library
Abington Social Library is a historic community library in Abington, Connecticut, known for serving as a longstanding local cultural and educational center.
- 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356db0a008190ad39b68efc095b8d |
completed | March 13, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62888ea508190a052c0b2edee7fca |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295721d881908d49ce1944e0ed17 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a3e9d1c8190a613726d45622406 |
completed | March 15, 2026, 3:40 a.m. |
Created at: March 12, 2026, 11:35 p.m.