Triple
T10885331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tipton, Indiana |
E257027
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
U.S. Route 31 nearby
U.S. Route 31 is a major north–south U.S. highway in the Midwest that serves as a key regional transportation corridor near Tipton, Indiana.
|
E890564
|
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 31 nearby | Statement: [Tipton, Indiana, hasTransportation, U.S. Route 31 nearby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 nearby Context triple: [Tipton, Indiana, hasTransportation, U.S. Route 31 nearby]
-
A.
U.S. Route 11 nearby
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
-
B.
U.S. Route 231 (nearby)
U.S. Route 231 is a major north–south United States highway running through several states in the central and southeastern U.S., providing regional connectivity for communities along its route.
-
C.
U.S. Route 11W nearby
U.S. Route 11W is a major U.S. highway in the Appalachian region that connects several communities in Tennessee and Virginia, serving as an important regional transportation corridor.
-
D.
U.S. Route 29 (nearby)
U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
-
E.
U.S. Route 71 (nearby)
U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
- 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 31 nearby Triple: [Tipton, Indiana, hasTransportation, U.S. Route 31 nearby]
Generated description
U.S. Route 31 is a major north–south U.S. highway in the Midwest that serves as a key regional transportation corridor near Tipton, Indiana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 nearby Target entity description: U.S. Route 31 is a major north–south U.S. highway in the Midwest that serves as a key regional transportation corridor near Tipton, Indiana.
-
A.
U.S. Route 11 nearby
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
-
B.
U.S. Route 231 (nearby)
U.S. Route 231 is a major north–south United States highway running through several states in the central and southeastern U.S., providing regional connectivity for communities along its route.
-
C.
U.S. Route 11W nearby
U.S. Route 11W is a major U.S. highway in the Appalachian region that connects several communities in Tennessee and Virginia, serving as an important regional transportation corridor.
-
D.
U.S. Route 29 (nearby)
U.S. Route 29 is a major north–south U.S. highway in the eastern United States that passes near Burlington, North Carolina, providing regional connectivity to cities such as Greensboro and Danville.
-
E.
U.S. Route 71 (nearby)
U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751dd6a3c81909965ef774e8b7309 |
completed | April 9, 2026, 7:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7ecf1c48190aef0d31ef03d1f88 |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e002709d38819099c4402d30824612 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e005873ba48190b8c24c77611562fa |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.