Triple
T16242075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highway 53 |
E394272
|
entity |
| Predicate | stateHighwayNumber |
P28856
|
FINISHED |
| Object |
US 53
US 53 is a north–south United States highway running from La Crosse, Wisconsin, to International Falls, Minnesota, near the Canadian border.
|
E1201945
|
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: US 53 | Statement: [U.S. Highway 53, stateHighwayNumber, US 53]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US 53 Context triple: [U.S. Highway 53, stateHighwayNumber, US 53]
-
A.
US 23
US 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor.
-
B.
US 35
US 35 is a United States Numbered Highway running generally northwest–southeast through the Midwest and Appalachia, connecting cities such as Dayton, Ohio, and Charleston, West Virginia.
-
C.
U.S. Route 550
U.S. Route 550 is a major north–south U.S. highway in the Four Corners region, known for its scenic and mountainous stretches through New Mexico and Colorado, including the famed “Million Dollar Highway.”
-
D.
US 58
US 58 is an east–west U.S. Highway running across southern Virginia, connecting the Cumberland Gap area near the Kentucky-Tennessee border to the Atlantic coast at Virginia Beach.
-
E.
US 521
US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
- 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: US 53 Triple: [U.S. Highway 53, stateHighwayNumber, US 53]
Generated description
US 53 is a north–south United States highway running from La Crosse, Wisconsin, to International Falls, Minnesota, near the Canadian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: US 53 Target entity description: US 53 is a north–south United States highway running from La Crosse, Wisconsin, to International Falls, Minnesota, near the Canadian border.
-
A.
US 23
US 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor.
-
B.
US 35
US 35 is a United States Numbered Highway running generally northwest–southeast through the Midwest and Appalachia, connecting cities such as Dayton, Ohio, and Charleston, West Virginia.
-
C.
U.S. Route 550
U.S. Route 550 is a major north–south U.S. highway in the Four Corners region, known for its scenic and mountainous stretches through New Mexico and Colorado, including the famed “Million Dollar Highway.”
-
D.
US 58
US 58 is an east–west U.S. Highway running across southern Virginia, connecting the Cumberland Gap area near the Kentucky-Tennessee border to the Atlantic coast at Virginia Beach.
-
E.
US 521
US 521 is a U.S. highway running through the Carolinas, connecting communities in South Carolina and North Carolina as part of the federal highway system.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455eeb4c81909066a8af78329ef3 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000edf64a88190a9dd0c591c742977 |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a00108174ac8190b3c421b115b7190e |
completed | May 10, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0010f40d6081909927e8281ab17580 |
completed | May 10, 2026, 5 a.m. |
Created at: April 10, 2026, 5:04 a.m.