Triple
T11184185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Ash, Ohio |
E264617
|
entity |
| Predicate | hasIndustrialPark |
P13026
|
FINISHED |
| Object |
Blue Ash Business District
Blue Ash Business District is a major commercial and industrial hub in Blue Ash, Ohio, featuring a concentration of offices, businesses, and light industry that supports the region’s economy.
|
E264617
|
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: Blue Ash Business District | Statement: [Blue Ash, Ohio, hasIndustrialPark, Blue Ash Business District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blue Ash Business District Context triple: [Blue Ash, Ohio, hasIndustrialPark, Blue Ash Business District]
-
A.
Walnut Hills
Walnut Hills is a historic Cincinnati neighborhood known for its diverse community, significant Jewish heritage, and mix of residential and cultural landmarks.
-
B.
Blue Ash, Ohio
Blue Ash, Ohio is a suburban city in the Cincinnati metropolitan area known for its corporate offices, parks, and regional airport.
-
C.
Middleburg Heights
Middleburg Heights is a suburban city in northeastern Ohio, located within the Greater Cleveland metropolitan area.
-
D.
Cleveland Heights
Cleveland Heights is an inner-ring suburban city of Cleveland in northeastern Ohio, known for its historic neighborhoods, cultural diversity, and vibrant arts and dining scenes.
-
E.
Strongsville
Strongsville is a suburban city in northeastern Ohio, known as a residential and commercial community within the Greater Cleveland metropolitan area.
- 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: Blue Ash Business District Triple: [Blue Ash, Ohio, hasIndustrialPark, Blue Ash Business District]
Generated description
Blue Ash Business District is a major commercial and industrial hub in Blue Ash, Ohio, featuring a concentration of offices, businesses, and light industry that supports the region’s economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blue Ash Business District Target entity description: Blue Ash Business District is a major commercial and industrial hub in Blue Ash, Ohio, featuring a concentration of offices, businesses, and light industry that supports the region’s economy.
-
A.
Walnut Hills
Walnut Hills is a historic Cincinnati neighborhood known for its diverse community, significant Jewish heritage, and mix of residential and cultural landmarks.
-
B.
Blue Ash, Ohio
chosen
Blue Ash, Ohio is a suburban city in the Cincinnati metropolitan area known for its corporate offices, parks, and regional airport.
-
C.
Middleburg Heights
Middleburg Heights is a suburban city in northeastern Ohio, located within the Greater Cleveland metropolitan area.
-
D.
Cleveland Heights
Cleveland Heights is an inner-ring suburban city of Cleveland in northeastern Ohio, known for its historic neighborhoods, cultural diversity, and vibrant arts and dining scenes.
-
E.
Strongsville
Strongsville is a suburban city in northeastern Ohio, known as a residential and commercial community within the Greater Cleveland metropolitan area.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8a9c5e081908c85b41a268428fb |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e483c1b4f88190b7c38b254d37c7fb |
completed | April 19, 2026, 7:26 a.m. |
| NEDg | Description generation | batch_69e48717c35481908fb05597084167e7 |
completed | April 19, 2026, 7:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e48875faa88190af33654e6d9a708b |
completed | April 19, 2026, 7:47 a.m. |
Created at: April 8, 2026, 9:29 p.m.