Triple
T16466912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | hasHistoricDistrict |
P295
|
FINISHED |
| Object |
Tamaqua Historic District
Tamaqua Historic District is a nationally recognized area in Tamaqua, Pennsylvania, noted for its well-preserved 19th- and early 20th-century architecture that reflects the region’s coal-mining and railroad heritage.
|
E399956
|
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: Tamaqua Historic District | Statement: [Tamaqua, Pennsylvania, hasHistoricDistrict, Tamaqua Historic District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Historic District Context triple: [Tamaqua, Pennsylvania, hasHistoricDistrict, Tamaqua Historic District]
-
A.
Tamaqua, Pennsylvania
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
-
B.
Loyalhanna Historic District, Pennsylvania
Loyalhanna Historic District, Pennsylvania is a historically significant area within the Ligonier Valley known for its preserved architecture and heritage reflecting the region’s development.
-
C.
Latrobe Historic District
Latrobe Historic District is a nationally recognized historic area in Latrobe, Pennsylvania, known for its concentration of architecturally significant 19th- and early 20th-century buildings reflecting the city’s development as a regional industrial and transportation center.
-
D.
Downingtown Historic District
Downingtown Historic District is a nationally recognized area in Downingtown, Pennsylvania, noted for its well-preserved 18th- and 19th-century architecture and its significance in the region’s commercial and transportation history.
-
E.
Connellsville Historic District
Connellsville Historic District is a nationally recognized historic area in Connellsville, Pennsylvania, noted for its well-preserved late 19th- and early 20th-century commercial, residential, and industrial architecture reflecting the city’s coal and coke boom era.
- 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: Tamaqua Historic District Triple: [Tamaqua, Pennsylvania, hasHistoricDistrict, Tamaqua Historic District]
Generated description
Tamaqua Historic District is a nationally recognized area in Tamaqua, Pennsylvania, noted for its well-preserved 19th- and early 20th-century architecture that reflects the region’s coal-mining and railroad heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamaqua Historic District Target entity description: Tamaqua Historic District is a nationally recognized area in Tamaqua, Pennsylvania, noted for its well-preserved 19th- and early 20th-century architecture that reflects the region’s coal-mining and railroad heritage.
-
A.
Tamaqua, Pennsylvania
chosen
Tamaqua, Pennsylvania is a small borough in Schuylkill County known historically for its anthracite coal mining heritage and location in the Appalachian region.
-
B.
Loyalhanna Historic District, Pennsylvania
Loyalhanna Historic District, Pennsylvania is a historically significant area within the Ligonier Valley known for its preserved architecture and heritage reflecting the region’s development.
-
C.
Latrobe Historic District
Latrobe Historic District is a nationally recognized historic area in Latrobe, Pennsylvania, known for its concentration of architecturally significant 19th- and early 20th-century buildings reflecting the city’s development as a regional industrial and transportation center.
-
D.
Downingtown Historic District
Downingtown Historic District is a nationally recognized area in Downingtown, Pennsylvania, noted for its well-preserved 18th- and 19th-century architecture and its significance in the region’s commercial and transportation history.
-
E.
Connellsville Historic District
Connellsville Historic District is a nationally recognized historic area in Connellsville, Pennsylvania, noted for its well-preserved late 19th- and early 20th-century commercial, residential, and industrial architecture reflecting the city’s coal and coke boom era.
- F. None of above.
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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f575ed48190a24d6af74565189d |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00525b579c81909df181059d0e3db8 |
completed | May 10, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0052ee614881908eb8f7c031ff8f7c |
completed | May 10, 2026, 9:42 a.m. |
Created at: April 10, 2026, 5:11 a.m.