Triple
T21536575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Raven (2012 film) |
E531364
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Ben Livingston
Ben Livingston is a screenwriter best known for co-writing the 2012 supernatural horror film "The Raven."
|
E1489348
|
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: Ben Livingston | Statement: [The Raven (2012 film), writer, Ben Livingston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Livingston Context triple: [The Raven (2012 film), writer, Ben Livingston]
-
A.
David Furnish
David Furnish is a Canadian filmmaker and former advertising executive best known as the longtime partner and husband of musician Elton John.
-
B.
William Pugh
William Pugh is a computer scientist best known for inventing the skip list data structure and contributing to the Java Memory Model.
-
C.
Mike Garrett
Mike Garrett is a former American football running back best known for his standout collegiate career at USC, winning the Heisman Trophy, and later playing professionally in the AFL and NFL.
-
D.
Hugh McVey
Hugh McVey is the introspective, socially isolated inventor at the center of Sherwood Anderson’s novel "Poor White," whose life reflects the tensions of industrialization and small-town America.
-
E.
Michael Nutter
Michael Nutter is an American politician who served as the 98th mayor of Philadelphia from 2008 to 2016.
- 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: Ben Livingston Triple: [The Raven (2012 film), writer, Ben Livingston]
Generated description
Ben Livingston is a screenwriter best known for co-writing the 2012 supernatural horror film "The Raven."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Livingston Target entity description: Ben Livingston is a screenwriter best known for co-writing the 2012 supernatural horror film "The Raven."
-
A.
David Furnish
David Furnish is a Canadian filmmaker and former advertising executive best known as the longtime partner and husband of musician Elton John.
-
B.
William Pugh
William Pugh is a computer scientist best known for inventing the skip list data structure and contributing to the Java Memory Model.
-
C.
Mike Garrett
Mike Garrett is a former American football running back best known for his standout collegiate career at USC, winning the Heisman Trophy, and later playing professionally in the AFL and NFL.
-
D.
Hugh McVey
Hugh McVey is the introspective, socially isolated inventor at the center of Sherwood Anderson’s novel "Poor White," whose life reflects the tensions of industrialization and small-town America.
-
E.
Michael Nutter
Michael Nutter is an American politician who served as the 98th mayor of Philadelphia from 2008 to 2016.
- 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_69e0c45e5b8881908ac18fc2f493b114 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee9d0e5a9c8190894ec3666d3296aa |
completed | April 26, 2026, 11:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09e835fd08819098fde7600d5c91d6 |
completed | May 17, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_6a09e909a4888190aa1d704eb157d86d |
completed | May 17, 2026, 4:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09ea119664819081b072c892fc0471 |
completed | May 17, 2026, 4:17 p.m. |
Created at: April 16, 2026, 6:27 p.m.