Triple
T7191714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Needles, California |
E167707
|
entity |
| Predicate | locatedOnInterstate |
P75002
|
FINISHED |
| Object | Interstate 40 |
E54916
|
NE FINISHED |
How this triple was built (3 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 40 | Statement: [Needles, California, locatedOnInterstate, Interstate 40]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 40 Context triple: [Needles, California, locatedOnInterstate, Interstate 40]
-
A.
Interstate 40
chosen
Interstate 40 is a major east–west transcontinental highway in the United States that stretches from California to North Carolina, passing through several key cities and states.
-
B.
U.S. Route 50
U.S. Route 50 is a major transcontinental U.S. highway running east–west across the country from the Atlantic coast in Maryland to California, passing through numerous states and key cities along the way.
-
C.
Interstate 30
Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
-
D.
Interstate 20
Interstate 20 is a major east–west U.S. highway running from Texas to South Carolina, serving as a key transportation corridor across the southern United States.
-
E.
U.S. Route 95
U.S. Route 95 is a major north–south United States highway running from the Mexican border in Arizona to the Canadian border in Idaho, traversing several western states.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: locatedOnInterstate Context triple: [Needles, California, locatedOnInterstate, Interstate 40]
-
A.
nearestInterstateHighway
Indicates that one interstate highway is the closest in distance to a given location or route compared to all other interstate highways.
-
B.
nearInterstate
chosen
Indicates that one entity is located close to or in the immediate vicinity of an interstate highway.
-
C.
partOfInterstateRegion
Indicates that one region is a constituent or included area within a larger interstate (multi-state) region.
-
D.
isIntercityHighway
Indicates that a given road segment functions as a highway connecting different cities or urban areas.
-
E.
connectsToHighway
Indicates that one location, road, or route has a direct access point or linkage to a highway.
- F. None of above.
Provenance (4 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_69c6888b5248819090499a884ee3ec39 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e901ea1481908a9e44f96dd4b553 |
completed | March 27, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be0bdd2881909b5bea69765d696f |
completed | March 29, 2026, 5:52 a.m. |
| PD | Predicate disambiguation | batch_69c6e752385c819096fbab55566ee2a8 |
completed | March 27, 2026, 8:23 p.m. |
Created at: March 27, 2026, 2:50 p.m.