Triple
T8297734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northumbria University |
E194264
|
entity |
| Predicate | hasMotto |
P42
|
FINISHED |
| Object |
Think Forward
Think Forward is the official motto of Northumbria University, encapsulating its emphasis on innovation, progress, and future-focused education.
|
E724416
|
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: Think Forward | Statement: [Northumbria University, hasMotto, Think Forward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Think Forward Context triple: [Northumbria University, hasMotto, Think Forward]
-
A.
Looking Forward
"Looking Forward" is a 1999 studio album by folk-rock supergroup Crosby, Stills, Nash & Young that marked their reunion with new material after a long hiatus.
-
B.
Forward From Here
Forward From Here is a reflective memoir by Reeve Lindbergh that explores her family legacy, personal aging, and life after the fame and tragedy surrounding her parents, Charles and Anne Morrow Lindbergh.
-
C.
Facing Future
Facing Future is a landmark Hawaiian music album by Israel Kamakawiwoʻole, best known internationally for its medley of "Somewhere Over the Rainbow/What a Wonderful World."
-
D.
Forward!
Forward! is the English title of the 1972 Italian political drama film "Avanti!".
-
E.
Love the Future
Love the Future is the debut studio album by American indie pop band Chester French, blending catchy melodies with quirky, genre-blurring production.
- 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: Think Forward Triple: [Northumbria University, hasMotto, Think Forward]
Generated description
Think Forward is the official motto of Northumbria University, encapsulating its emphasis on innovation, progress, and future-focused education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Think Forward Target entity description: Think Forward is the official motto of Northumbria University, encapsulating its emphasis on innovation, progress, and future-focused education.
-
A.
Looking Forward
"Looking Forward" is a 1999 studio album by folk-rock supergroup Crosby, Stills, Nash & Young that marked their reunion with new material after a long hiatus.
-
B.
Forward From Here
Forward From Here is a reflective memoir by Reeve Lindbergh that explores her family legacy, personal aging, and life after the fame and tragedy surrounding her parents, Charles and Anne Morrow Lindbergh.
-
C.
Facing Future
Facing Future is a landmark Hawaiian music album by Israel Kamakawiwoʻole, best known internationally for its medley of "Somewhere Over the Rainbow/What a Wonderful World."
-
D.
Forward!
Forward! is the English title of the 1972 Italian political drama film "Avanti!".
-
E.
Love the Future
Love the Future is the debut studio album by American indie pop band Chester French, blending catchy melodies with quirky, genre-blurring production.
- 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7dfa040c8190ab801b3910e39142 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68b6ad30819090d34d8e79cee634 |
completed | April 1, 2026, 6:49 p.m. |
| NEDg | Description generation | batch_69cd6d574ba88190a2538897d201d8c4 |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e536724819095ad006bc0f013a4 |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:53 p.m.