Triple
T14454713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Things Change |
E358426
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Jack Wallace
Jack Wallace was an American character actor known for his frequent collaborations with playwright and filmmaker David Mamet, appearing in numerous stage productions and films.
|
E1101498
|
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: Jack Wallace | Statement: [Things Change, starring, Jack Wallace]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jack Wallace Context triple: [Things Change, starring, Jack Wallace]
-
A.
Robert McCall
Robert McCall was an American space artist and illustrator renowned for his visionary depictions of space exploration and his artwork for NASA missions and popular science fiction films.
-
B.
Robert McCall
Robert McCall is a former intelligence operative who uses his skills to vigilantly protect the vulnerable and deliver justice in "The Equalizer" franchise.
-
C.
John Ramsay
John Ramsay is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Ramsay.
-
D.
Charles Tennant
Charles Tennant was a Scottish industrialist and chemist best known for founding a major chemical manufacturing business and pioneering the use of bleaching powder in textile production.
-
E.
Alex Fleming
Alex Fleming is a Canadian singer, songwriter, and producer best known by his stage name Black Atlass, recognized for his atmospheric R&B and fashion-forward collaborations.
- 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: Jack Wallace Triple: [Things Change, starring, Jack Wallace]
Generated description
Jack Wallace was an American character actor known for his frequent collaborations with playwright and filmmaker David Mamet, appearing in numerous stage productions and films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jack Wallace Target entity description: Jack Wallace was an American character actor known for his frequent collaborations with playwright and filmmaker David Mamet, appearing in numerous stage productions and films.
-
A.
Robert McCall
Robert McCall was an American space artist and illustrator renowned for his visionary depictions of space exploration and his artwork for NASA missions and popular science fiction films.
-
B.
Robert McCall
Robert McCall is a former intelligence operative who uses his skills to vigilantly protect the vulnerable and deliver justice in "The Equalizer" franchise.
-
C.
John Ramsay
John Ramsay is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Ramsay.
-
D.
Charles Tennant
Charles Tennant was a Scottish industrialist and chemist best known for founding a major chemical manufacturing business and pioneering the use of bleaching powder in textile production.
-
E.
Alex Fleming
Alex Fleming is a Canadian singer, songwriter, and producer best known by his stage name Black Atlass, recognized for his atmospheric R&B and fashion-forward collaborations.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91a8bf088190abf5fd4f646b8c62 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd648f56608190b6d55c592c088575 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68f6f94881908d878d042f425d2d |
completed | May 8, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd698aa8e48190b87a2758d7067b61 |
completed | May 8, 2026, 4:41 a.m. |
Created at: April 10, 2026, 1:19 a.m.