Triple
T7849886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Downtown Phoenix campus |
E182017
|
entity |
| Predicate | isUrbanHubFor |
P79357
|
FINISHED |
| Object | Arizona State University |
E34538
|
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: Arizona State University | Statement: [Downtown Phoenix campus, isUrbanHubFor, Arizona State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona State University Context triple: [Downtown Phoenix campus, isUrbanHubFor, Arizona State University]
-
A.
Arizona State University
chosen
Arizona State University is a large public research university in Tempe, Arizona, known for its extensive academic programs, innovation initiatives, and significant presence in NCAA Division I athletics.
-
B.
University of Arizona
The University of Arizona is a major public research university in Tucson, Arizona, known for its strong programs across the sciences, humanities, and professional fields.
-
C.
ASU
ASU is the international vehicle registration code assigned to Asunción, the capital city of Paraguay.
-
D.
San Diego State University
San Diego State University is a large public research university in San Diego known for its diverse academic programs, strong research activity, and vibrant campus life in Southern California.
-
E.
University of Southern California
The University of Southern California is a major private research university in Los Angeles known for its strong academic programs, influential alumni network, and significant contributions to fields such as film, engineering, and business.
- 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: isUrbanHubFor Context triple: [Downtown Phoenix campus, isUrbanHubFor, Arizona State University]
-
A.
isUrbanDistrict
Indicates that a given district is classified as an urban administrative or residential area rather than a rural one.
-
B.
isUrbanOasisFor
Indicates a place serves as a refreshing, nature-rich retreat or sanctuary within an otherwise urban or heavily built-up environment for a given entity.
-
C.
isUrbanNeighborhood
Indicates that a given area functions as a neighborhood located within an urban or city environment.
-
D.
isUrbanForm
Indicates that an entity represents or exhibits characteristics of an urban built environment or city-like spatial structure.
-
E.
isUrbanStation
Indicates that a station is located in an urban area or serves an urban environment.
- 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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb18e989ac819090e459b77d8932d3 |
completed | March 31, 2026, 12:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc934b8fb88190b84e5d6317c966b2 |
completed | April 1, 2026, 3:38 a.m. |
| PD | Predicate disambiguation | batch_69cae92180f88190ae3d44c3de7adc93 |
completed | March 30, 2026, 9:20 p.m. |
| PDg | Predicate description generation | batch_69caf786ec748190b6347b0c94335550 |
completed | March 30, 2026, 10:21 p.m. |
Created at: March 30, 2026, 4:50 p.m.