Triple
T18984451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loudoun County Public Library |
E464516
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Middleburg Library
Middleburg Library is a public library branch serving the community of Middleburg, Virginia as part of the Loudoun County Public Library system.
|
E1354378
|
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: Middleburg Library | Statement: [Loudoun County Public Library, hasBranch, Middleburg Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleburg Library Context triple: [Loudoun County Public Library, hasBranch, Middleburg Library]
-
A.
Middleburg-Clay Hill Library
Middleburg-Clay Hill Library is a public library serving the Middleburg and Clay Hill communities in Clay County, Florida, as part of the county’s public library system.
-
B.
Upperville Library
Upperville Library is a historic community library building in Upperville, Virginia, known for serving local residents and reflecting the town’s architectural heritage.
-
C.
Monmouth Public Library
Monmouth Public Library is the community library serving residents of Monmouth, Oregon with access to books, media, and local programs.
-
D.
Abington Public Library
Abington Public Library is the main public library serving the residents of Abington, Massachusetts with lending materials, community programs, and information services.
-
E.
Ashburn Library
Ashburn Library is a public library branch serving the Ashburn, Virginia community with lending materials, programs, and other educational resources.
- 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: Middleburg Library Triple: [Loudoun County Public Library, hasBranch, Middleburg Library]
Generated description
Middleburg Library is a public library branch serving the community of Middleburg, Virginia as part of the Loudoun County Public Library system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleburg Library Target entity description: Middleburg Library is a public library branch serving the community of Middleburg, Virginia as part of the Loudoun County Public Library system.
-
A.
Middleburg-Clay Hill Library
Middleburg-Clay Hill Library is a public library serving the Middleburg and Clay Hill communities in Clay County, Florida, as part of the county’s public library system.
-
B.
Upperville Library
Upperville Library is a historic community library building in Upperville, Virginia, known for serving local residents and reflecting the town’s architectural heritage.
-
C.
Monmouth Public Library
Monmouth Public Library is the community library serving residents of Monmouth, Oregon with access to books, media, and local programs.
-
D.
Abington Public Library
Abington Public Library is the main public library serving the residents of Abington, Massachusetts with lending materials, community programs, and information services.
-
E.
Ashburn Library
Ashburn Library is a public library branch serving the Ashburn, Virginia community with lending materials, programs, and other educational resources.
- 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_69d8dd008af48190a97ff1c6488edf1b |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d65ec0bc8190b878252b1b4c3620 |
completed | April 20, 2026, 7:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05be44767c8190b7f093a5e601a22d |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bfc05b70819081466bad1b6fdda1 |
completed | May 14, 2026, 12:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c0283b08819089ad422861efbcbb |
completed | May 14, 2026, 12:29 p.m. |
Created at: April 10, 2026, 12:01 p.m.