Triple
T19899951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I-10 Papago Freeway |
E478256
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
I-17 Black Canyon Freeway
I-17 Black Canyon Freeway is a major north–south Interstate highway in Arizona that runs through Phoenix and connects the city to northern destinations such as Flagstaff.
|
E1401470
|
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: I-17 Black Canyon Freeway | Statement: [I-10 Papago Freeway, connectsTo, I-17 Black Canyon Freeway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I-17 Black Canyon Freeway Context triple: [I-10 Papago Freeway, connectsTo, I-17 Black Canyon Freeway]
-
A.
Red Mountain Freeway
Red Mountain Freeway is a major segment of Arizona’s Loop 202 that serves as a key east–west transportation corridor through the Phoenix metropolitan area.
-
B.
South Mountain Freeway
South Mountain Freeway is a major segment of the Loop 202 beltway in the Phoenix, Arizona metropolitan area, designed to improve regional traffic flow and provide an alternative route around the city.
-
C.
Agua Fria Freeway
Agua Fria Freeway is a major segment of Arizona State Route 101 serving the northwestern Phoenix metropolitan area.
-
D.
Riccheri Freeway
Riccheri Freeway is a major highway in the Buenos Aires metropolitan area that serves as the primary road link between the city and Ministro Pistarini International Airport in Ezeiza.
-
E.
I-210 Freeway
The I-210 Freeway is a major east–west highway in Southern California that runs along the foothills of the San Gabriel Mountains, serving as a key commuter and bypass route around the Los Angeles 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: I-17 Black Canyon Freeway Triple: [I-10 Papago Freeway, connectsTo, I-17 Black Canyon Freeway]
Generated description
I-17 Black Canyon Freeway is a major north–south Interstate highway in Arizona that runs through Phoenix and connects the city to northern destinations such as Flagstaff.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: I-17 Black Canyon Freeway Target entity description: I-17 Black Canyon Freeway is a major north–south Interstate highway in Arizona that runs through Phoenix and connects the city to northern destinations such as Flagstaff.
-
A.
Red Mountain Freeway
Red Mountain Freeway is a major segment of Arizona’s Loop 202 that serves as a key east–west transportation corridor through the Phoenix metropolitan area.
-
B.
South Mountain Freeway
South Mountain Freeway is a major segment of the Loop 202 beltway in the Phoenix, Arizona metropolitan area, designed to improve regional traffic flow and provide an alternative route around the city.
-
C.
Agua Fria Freeway
Agua Fria Freeway is a major segment of Arizona State Route 101 serving the northwestern Phoenix metropolitan area.
-
D.
Riccheri Freeway
Riccheri Freeway is a major highway in the Buenos Aires metropolitan area that serves as the primary road link between the city and Ministro Pistarini International Airport in Ezeiza.
-
E.
I-210 Freeway
The I-210 Freeway is a major east–west highway in Southern California that runs along the foothills of the San Gabriel Mountains, serving as a key commuter and bypass route around the Los Angeles 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65940cf8c8190b74e51635410e48a |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ea42b8c88190922819539e4b640b |
completed | May 16, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_6a07eaffbc748190b33574e2868f94c5 |
completed | May 16, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07eb617a3c8190a0538feb7bc962cd |
completed | May 16, 2026, 3:58 a.m. |
Created at: April 10, 2026, 1:52 p.m.