Triple
T20672098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Cornwall Township, Pennsylvania |
E508052
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object |
Union Hose Fire Company
Union Hose Fire Company is a local volunteer fire department that provides firefighting and emergency response services to North Cornwall Township, Pennsylvania.
|
E1444828
|
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: Union Hose Fire Company | Statement: [North Cornwall Township, Pennsylvania, hasFireProtection, Union Hose Fire Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union Hose Fire Company Context triple: [North Cornwall Township, Pennsylvania, hasFireProtection, Union Hose Fire Company]
-
A.
Union Fire Company
Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
-
B.
Hercules Engine Company
Hercules Engine Company was an American manufacturer known for producing durable gasoline and diesel engines widely used in military, industrial, and commercial vehicles in the mid-20th century.
-
C.
Pennington Fire Company
Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
-
D.
Allison Engine Company
Allison Engine Company was a prominent American aerospace engine manufacturer best known for producing military and commercial turboprop and jet engines.
-
E.
Millwood Fire Company
Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
- 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: Union Hose Fire Company Triple: [North Cornwall Township, Pennsylvania, hasFireProtection, Union Hose Fire Company]
Generated description
Union Hose Fire Company is a local volunteer fire department that provides firefighting and emergency response services to North Cornwall Township, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union Hose Fire Company Target entity description: Union Hose Fire Company is a local volunteer fire department that provides firefighting and emergency response services to North Cornwall Township, Pennsylvania.
-
A.
Union Fire Company
Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
-
B.
Hercules Engine Company
Hercules Engine Company was an American manufacturer known for producing durable gasoline and diesel engines widely used in military, industrial, and commercial vehicles in the mid-20th century.
-
C.
Pennington Fire Company
Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
-
D.
Allison Engine Company
Allison Engine Company was a prominent American aerospace engine manufacturer best known for producing military and commercial turboprop and jet engines.
-
E.
Millwood Fire Company
Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
- 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5cb1fc88190805f623e93a70368 |
completed | April 20, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd66b6b88190a863948cb31c9af7 |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d175eefc8190a5178c0f70f7d79f |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d23e8ac48190be1726c8e4913b1a |
completed | May 16, 2026, 8:23 p.m. |
Created at: April 16, 2026, 11:44 a.m.