Triple
T8216995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AL 21 |
E191957
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
US 231
US 231 is a major north–south United States highway running through several states in the eastern and central U.S., serving as an important regional transportation corridor.
|
E719028
|
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 231 | Statement: [AL 21, connectsTo, US 231]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: US 231 Context triple: [AL 21, connectsTo, US 231]
-
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 31
US 31 is a major north–south United States highway running through several Midwestern and Southern states, serving as an important regional transportation corridor.
-
C.
US 131
US 131 is a north–south U.S. Highway in western Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids up toward the northern Lower Peninsula.
-
D.
U.S. Route 331
U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
-
E.
US 151
US 151 is a United States highway running through Iowa and Wisconsin, serving as a major regional route connecting cities such as Cedar Rapids, Dubuque, and Madison.
- 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 231 Triple: [AL 21, connectsTo, US 231]
Generated description
US 231 is a major north–south United States highway running through several states in the eastern and central U.S., serving as an important regional transportation corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: US 231 Target entity description: US 231 is a major north–south United States highway running through several states in the eastern and central U.S., serving as an important regional transportation corridor.
-
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 31
US 31 is a major north–south United States highway running through several Midwestern and Southern states, serving as an important regional transportation corridor.
-
C.
US 131
US 131 is a north–south U.S. Highway in western Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids up toward the northern Lower Peninsula.
-
D.
U.S. Route 331
U.S. Route 331 is a north–south U.S. highway in the southeastern United States that connects the Florida Panhandle with central Alabama, serving as a key route to the Gulf Coast.
-
E.
US 151
US 151 is a United States highway running through Iowa and Wisconsin, serving as a major regional route connecting cities such as Cedar Rapids, Dubuque, and Madison.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776f41108190bed1c6a8ddbea374 |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedfb6f608190aebfa720b56325e5 |
completed | April 1, 2026, 10:05 a.m. |
| NEDg | Description generation | batch_69ccf1bbbd2481908400436e05911326 |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05eaba1c81908510a20b1ca93821 |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:44 p.m.