Triple
T183376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, New York |
E3925
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Interstate 290
Interstate 290 is a highway in western New York that serves as a key connector between Buffalo’s suburbs and major regional routes.
|
E96015
|
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: Interstate 290 | Statement: [Amherst, New York, hasTransportation, Interstate 290]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 290 Context triple: [Amherst, New York, hasTransportation, Interstate 290]
-
A.
I-290
I-290 is a major Interstate Highway in northeastern Illinois that serves as a key commuter route connecting Chicago with its western suburbs.
-
B.
Interstate 287
Interstate 287 is a beltway and bypass route around the New York City metropolitan area, running through parts of New Jersey and New York and connecting several major interstate highways.
-
C.
Interstate 94
Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
-
D.
Interstate 285
Interstate 285 is the beltway encircling Atlanta, Georgia, serving as a major bypass and connector for multiple interstate highways around the metropolitan area.
-
E.
Interstate 480
Interstate 480 is a short auxiliary Interstate Highway that serves as a key connector between downtown Omaha, Nebraska, and Council Bluffs, Iowa, linking Interstate 80 and Interstate 29.
- 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: Interstate 290 Triple: [Amherst, New York, hasTransportation, Interstate 290]
Generated description
Interstate 290 is a highway in western New York that serves as a key connector between Buffalo’s suburbs and major regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 290 Target entity description: Interstate 290 is a highway in western New York that serves as a key connector between Buffalo’s suburbs and major regional routes.
-
A.
I-290
I-290 is a major Interstate Highway in northeastern Illinois that serves as a key commuter route connecting Chicago with its western suburbs.
-
B.
Interstate 287
Interstate 287 is a beltway and bypass route around the New York City metropolitan area, running through parts of New Jersey and New York and connecting several major interstate highways.
-
C.
Interstate 94
Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
-
D.
Interstate 285
Interstate 285 is the beltway encircling Atlanta, Georgia, serving as a major bypass and connector for multiple interstate highways around the metropolitan area.
-
E.
Interstate 480
Interstate 480 is a short auxiliary Interstate Highway that serves as a key connector between downtown Omaha, Nebraska, and Council Bluffs, Iowa, linking Interstate 80 and Interstate 29.
- 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_69a25497e2f08190a040f8c6e1842643 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25926be9c8190a4cfce66f57589d1 |
completed | Feb. 28, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d6061508190b6fd3c907107fc63 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a78328882881908d25e2fec0909da6 |
completed | March 4, 2026, 12:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7839196fc819097800de8c360cef9 |
completed | March 4, 2026, 12:57 a.m. |
Created at: Feb. 28, 2026, 2:40 a.m.