Triple
T15662759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allies and Morrison |
E376606
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Doha Education City projects, Qatar |
E1036855
|
NE FINISHED |
How this triple was built (2 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: Doha Education City projects, Qatar | Statement: [Allies and Morrison, notableWork, Doha Education City projects, Qatar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doha Education City projects, Qatar Context triple: [Allies and Morrison, notableWork, Doha Education City projects, Qatar]
-
A.
Doha Expressway projects
The Doha Expressway projects are major infrastructure developments in Qatar aimed at expanding and modernizing the road network to improve traffic flow and connectivity in and around Doha.
-
B.
Qatar National Vision 2030 initiatives
Qatar National Vision 2030 initiatives are a set of long-term strategic programs and reforms designed to transform Qatar into a diversified, knowledge-based, and sustainable economy by the year 2030.
-
C.
Qatar Foundation Education City campus
chosen
Qatar Foundation Education City campus is a large educational and research hub on the outskirts of Doha that hosts branch campuses of leading international universities and various cultural and innovation centers.
-
D.
Qatar Career Development Center
Qatar Career Development Center is a Qatar Foundation-affiliated organization dedicated to supporting and enhancing career guidance, development, and planning for individuals in Qatar, particularly youth and students.
-
E.
Doha Metro
Doha Metro is a modern rapid transit system in Doha, Qatar, designed to provide fast, efficient urban and suburban rail transport across the city and its surrounding areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f0e2668819092e52712cddd0721 |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff679e0f2c8190bbcb7051c38e1580 |
completed | May 9, 2026, 4:58 p.m. |
Created at: April 10, 2026, 4:15 a.m.