Triple
T250085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florida Panhandle |
E5122
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
U.S. Route 98
U.S. Route 98 is a major east–west U.S. Highway running along the Gulf Coast through multiple southern states, including a long stretch across the Florida Panhandle.
|
E152508
|
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: U.S. Route 98 | Statement: [Florida Panhandle, hasTransportation, U.S. Route 98]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 98 Context triple: [Florida Panhandle, hasTransportation, U.S. Route 98]
-
A.
U.S. Route 90
U.S. Route 90 is a major east–west United States highway running across the southern part of the country, primarily through Gulf Coast states.
-
B.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
C.
U.S. Route 19
U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
-
D.
U.S. Route 59
U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
-
E.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
- 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: U.S. Route 98 Triple: [Florida Panhandle, hasTransportation, U.S. Route 98]
Generated description
U.S. Route 98 is a major east–west U.S. Highway running along the Gulf Coast through multiple southern states, including a long stretch across the Florida Panhandle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 98 Target entity description: U.S. Route 98 is a major east–west U.S. Highway running along the Gulf Coast through multiple southern states, including a long stretch across the Florida Panhandle.
-
A.
U.S. Route 90
U.S. Route 90 is a major east–west United States highway running across the southern part of the country, primarily through Gulf Coast states.
-
B.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
C.
U.S. Route 19
U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
-
D.
U.S. Route 59
U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
-
E.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d3728f0819086214ccc2db2305a |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbefde5e48190881014a725e9411f |
completed | March 8, 2026, 12:12 a.m. |
| NEDg | Description generation | batch_69acc0fff80081908058a436d64438b4 |
completed | March 8, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc19c1d348190b42689852282aeae |
completed | March 8, 2026, 12:23 a.m. |
Created at: Feb. 28, 2026, 2:54 a.m.