Triple
T4438575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interstate Highways in Arkansas |
E95712
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Interstate 57 (future extension into Arkansas)
Interstate 57 (future extension into Arkansas) is a planned southward expansion of the existing I-57 corridor that will extend the interstate highway network into Arkansas to improve regional connectivity and traffic flow.
|
E439915
|
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 57 (future extension into Arkansas) | Statement: [Interstate Highways in Arkansas, hasComponent, Interstate 57 (future extension into Arkansas)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 57 (future extension into Arkansas) Context triple: [Interstate Highways in Arkansas, hasComponent, Interstate 57 (future extension into Arkansas)]
-
A.
Interstate 57 in Champaign, Illinois
Interstate 57 in Champaign, Illinois is a major north–south freeway in central Illinois that serves as a key transportation corridor for regional and long-distance traffic.
-
B.
Interstate 55
Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
-
C.
Interstate 459
Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
-
D.
Interstate 35E
Interstate 35E is the eastern branch of Interstate 35 that runs through Dallas, Texas, serving as a key north–south transportation corridor in the region.
-
E.
Interstate 35E
Interstate 35E is a major north–south U.S. Interstate Highway that runs through Saint Paul, Minnesota, as part of the split of Interstate 35 in the Twin Cities 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: Interstate 57 (future extension into Arkansas) Triple: [Interstate Highways in Arkansas, hasComponent, Interstate 57 (future extension into Arkansas)]
Generated description
Interstate 57 (future extension into Arkansas) is a planned southward expansion of the existing I-57 corridor that will extend the interstate highway network into Arkansas to improve regional connectivity and traffic flow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 57 (future extension into Arkansas) Target entity description: Interstate 57 (future extension into Arkansas) is a planned southward expansion of the existing I-57 corridor that will extend the interstate highway network into Arkansas to improve regional connectivity and traffic flow.
-
A.
Interstate 57 in Champaign, Illinois
Interstate 57 in Champaign, Illinois is a major north–south freeway in central Illinois that serves as a key transportation corridor for regional and long-distance traffic.
-
B.
Interstate 55
Interstate 55 is a major north–south U.S. highway running from Louisiana to Illinois, connecting cities such as New Orleans, Memphis, and Chicago.
-
C.
Interstate 459
Interstate 459 is a bypass loop around Birmingham, Alabama, that helps divert traffic from the city’s main interstate corridors.
-
D.
Interstate 35E
Interstate 35E is the eastern branch of Interstate 35 that runs through Dallas, Texas, serving as a key north–south transportation corridor in the region.
-
E.
Interstate 35E
Interstate 35E is a major north–south U.S. Interstate Highway that runs through Saint Paul, Minnesota, as part of the split of Interstate 35 in the Twin Cities metropolitan area.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558c75948190875a5fb10eac0597 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137b97748190b8ebecaf590baad3 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b615aea38481908ffe37feadeb9a4b |
completed | March 15, 2026, 2:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61601898c81908e108f475f4b35d3 |
completed | March 15, 2026, 2:14 a.m. |
Created at: March 12, 2026, 11:31 p.m.