Triple
T11597981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambler, Pennsylvania |
E275053
|
entity |
| Predicate | hasHistoricDistrict |
P295
|
FINISHED |
| Object |
Ambler Historic District
Ambler Historic District is a nationally recognized historic area in Ambler, Pennsylvania, noted for its well-preserved late 19th- and early 20th-century commercial and residential architecture that reflects the town’s industrial and railroad-era development.
|
E936032
|
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: Ambler Historic District | Statement: [Ambler, Pennsylvania, hasHistoricDistrict, Ambler Historic District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambler Historic District Context triple: [Ambler, Pennsylvania, hasHistoricDistrict, Ambler Historic District]
-
A.
Embarcadero Historic District
The Embarcadero Historic District is a waterfront area along San Francisco’s eastern shoreline known for its preserved maritime-era architecture, piers, and the iconic Ferry Building.
-
B.
Hudson Historic District
Hudson Historic District is a nationally recognized area in Hudson, New York, known for its well-preserved 18th- and 19th-century architecture and its significance in the city’s commercial and residential history.
-
C.
Hudson Historic District
The Hudson Historic District is a preserved area in Hudson, Ohio, known for its well-maintained 19th-century architecture and its significance in reflecting the town’s early New England–style heritage.
-
D.
New Hope Historic District
New Hope Historic District is a preserved area in the riverfront town of New Hope known for its 18th- and 19th-century architecture, arts community, and role as a historic Delaware River canal and milling center.
-
E.
Argenta Historic District
Argenta Historic District is a revitalized historic neighborhood in North Little Rock, Arkansas, known for its preserved early-20th-century architecture, arts scene, and local dining and entertainment venues.
- 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: Ambler Historic District Triple: [Ambler, Pennsylvania, hasHistoricDistrict, Ambler Historic District]
Generated description
Ambler Historic District is a nationally recognized historic area in Ambler, Pennsylvania, noted for its well-preserved late 19th- and early 20th-century commercial and residential architecture that reflects the town’s industrial and railroad-era development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambler Historic District Target entity description: Ambler Historic District is a nationally recognized historic area in Ambler, Pennsylvania, noted for its well-preserved late 19th- and early 20th-century commercial and residential architecture that reflects the town’s industrial and railroad-era development.
-
A.
Embarcadero Historic District
The Embarcadero Historic District is a waterfront area along San Francisco’s eastern shoreline known for its preserved maritime-era architecture, piers, and the iconic Ferry Building.
-
B.
Hudson Historic District
Hudson Historic District is a nationally recognized area in Hudson, New York, known for its well-preserved 18th- and 19th-century architecture and its significance in the city’s commercial and residential history.
-
C.
Hudson Historic District
The Hudson Historic District is a preserved area in Hudson, Ohio, known for its well-maintained 19th-century architecture and its significance in reflecting the town’s early New England–style heritage.
-
D.
New Hope Historic District
New Hope Historic District is a preserved area in the riverfront town of New Hope known for its 18th- and 19th-century architecture, arts community, and role as a historic Delaware River canal and milling center.
-
E.
Argenta Historic District
Argenta Historic District is a revitalized historic neighborhood in North Little Rock, Arkansas, known for its preserved early-20th-century architecture, arts scene, and local dining and entertainment venues.
- 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_69d6aae6b14c81908dc5a74bad7591f9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89549c870819086e16e9110bbad87 |
completed | April 10, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a7cad108819082eebb3ca130f5b8 |
completed | April 22, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69e8af93e07c8190aecb040cac6db146 |
completed | April 22, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ee5b254a2081909cba97a6ecb10601 |
completed | April 26, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:38 p.m.