Triple
T4608078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loop 202 |
E100485
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Phoenix beltway system
The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
|
E456451
|
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: Phoenix beltway system | Statement: [Loop 202, partOf, Phoenix beltway system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phoenix beltway system Context triple: [Loop 202, partOf, Phoenix beltway system]
-
A.
Boston beltway system
The Boston beltway system is a network of highways encircling the Boston metropolitan area that facilitates regional traffic flow and suburban connectivity.
-
B.
Chicago expressway system
The Chicago expressway system is a network of major limited-access highways that connect the city of Chicago with its suburbs and regional destinations, facilitating high-volume commuter and freight traffic.
-
C.
Capital Beltway
The Capital Beltway is a major circumferential highway encircling Washington, D.C., serving as a key transportation artery for the metropolitan region.
-
D.
Portland freeway system
The Portland freeway system is the network of interstate and state highways that serves as the primary high-speed transportation infrastructure for the Portland, Oregon metropolitan area.
-
E.
Carriage Road system
The Carriage Road system is a historic network of crushed-stone roads and stone bridges in Acadia National Park, originally financed by John D. Rockefeller Jr. for horse-drawn carriages and now popular for walking, biking, and skiing.
- 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: Phoenix beltway system Triple: [Loop 202, partOf, Phoenix beltway system]
Generated description
The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phoenix beltway system Target entity description: The Phoenix beltway system is a network of limited-access highways encircling the Phoenix metropolitan area to facilitate regional traffic flow and bypass surface streets.
-
A.
Boston beltway system
The Boston beltway system is a network of highways encircling the Boston metropolitan area that facilitates regional traffic flow and suburban connectivity.
-
B.
Chicago expressway system
The Chicago expressway system is a network of major limited-access highways that connect the city of Chicago with its suburbs and regional destinations, facilitating high-volume commuter and freight traffic.
-
C.
Capital Beltway
The Capital Beltway is a major circumferential highway encircling Washington, D.C., serving as a key transportation artery for the metropolitan region.
-
D.
Portland freeway system
The Portland freeway system is the network of interstate and state highways that serves as the primary high-speed transportation infrastructure for the Portland, Oregon metropolitan area.
-
E.
Carriage Road system
The Carriage Road system is a historic network of crushed-stone roads and stone bridges in Acadia National Park, originally financed by John D. Rockefeller Jr. for horse-drawn carriages and now popular for walking, biking, and skiing.
- 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_69bd43cce1e08190a07d53af6a9b6c24 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd599debdc81909d11d0e871c666bb |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa789cdc8190add02a5970f9a0b6 |
completed | March 21, 2026, 1:55 a.m. |
| NEDg | Description generation | batch_69bdfb385ccc8190ab8de82c6df645cf |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfbcdb6d881909feb3a6be81a567f |
completed | March 21, 2026, 2 a.m. |
Created at: March 20, 2026, 1:12 p.m.