Triple
T3711580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunbury, Pennsylvania |
E81425
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object |
Bloomsburg, Pennsylvania
Bloomsburg, Pennsylvania is a small town in Columbia County known for being home to Bloomsburg University and hosting the annual Bloomsburg Fair, one of the largest agricultural fairs in the state.
|
E387657
|
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: Bloomsburg, Pennsylvania | Statement: [Sunbury, Pennsylvania, hasNearbyCity, Bloomsburg, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bloomsburg, Pennsylvania Context triple: [Sunbury, Pennsylvania, hasNearbyCity, Bloomsburg, Pennsylvania]
-
A.
Bedford, Pennsylvania
Bedford, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in early American history, mineral springs, and well-preserved 18th- and 19th-century architecture.
-
B.
Bristol, Pennsylvania
Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
-
C.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
-
D.
Elizabethtown, Pennsylvania
Elizabethtown, Pennsylvania is a small borough in Lancaster County known for Elizabethtown College and its location between Harrisburg and Lancaster in south-central Pennsylvania.
-
E.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
- 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: Bloomsburg, Pennsylvania Triple: [Sunbury, Pennsylvania, hasNearbyCity, Bloomsburg, Pennsylvania]
Generated description
Bloomsburg, Pennsylvania is a small town in Columbia County known for being home to Bloomsburg University and hosting the annual Bloomsburg Fair, one of the largest agricultural fairs in the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bloomsburg, Pennsylvania Target entity description: Bloomsburg, Pennsylvania is a small town in Columbia County known for being home to Bloomsburg University and hosting the annual Bloomsburg Fair, one of the largest agricultural fairs in the state.
-
A.
Bedford, Pennsylvania
Bedford, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in early American history, mineral springs, and well-preserved 18th- and 19th-century architecture.
-
B.
Bristol, Pennsylvania
Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
-
C.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
-
D.
Elizabethtown, Pennsylvania
Elizabethtown, Pennsylvania is a small borough in Lancaster County known for Elizabethtown College and its location between Harrisburg and Lancaster in south-central Pennsylvania.
-
E.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
- 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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc58617bc8190bb712d1c90394215 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f02784508190ac95306a7931f563 |
completed | March 14, 2026, 5:20 a.m. |
| NEDg | Description generation | batch_69b4f159d7e88190a76d51378ba141d3 |
completed | March 14, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f220f9388190b2c3615f713f01f2 |
completed | March 14, 2026, 5:29 a.m. |
Created at: March 8, 2026, 3:33 p.m.