Triple
T4357998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forrest City, Arkansas |
E98596
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Arkansas Highway 1
Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
|
E432951
|
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: Arkansas Highway 1 | Statement: [Forrest City, Arkansas, hasMajorHighway, Arkansas Highway 1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 1 Context triple: [Forrest City, Arkansas, hasMajorHighway, Arkansas Highway 1]
-
A.
Arkansas Highway 16
Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
-
B.
Arkansas Highway 12
Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
-
C.
Arkansas Highway 94
Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
-
D.
U.S. Route 67
U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, serving as an important regional transportation corridor.
-
E.
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.
- 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: Arkansas Highway 1 Triple: [Forrest City, Arkansas, hasMajorHighway, Arkansas Highway 1]
Generated description
Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 1 Target entity description: Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
-
A.
Arkansas Highway 16
Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
-
B.
Arkansas Highway 12
Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
-
C.
Arkansas Highway 94
Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
-
D.
U.S. Route 67
U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, serving as an important regional transportation corridor.
-
E.
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.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c7fa1881908bdc844a7142eb65 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbbcb6188190a8a4da6a080f0d61 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc7763488190b056ba759ac9fa73 |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd07854c8190ac55586d245028a6 |
completed | March 14, 2026, 10:11 p.m. |
Created at: March 12, 2026, 11:16 p.m.