Triple
T20006815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behind Her Eyes |
E494480
|
entity |
| Predicate | developedForTelevisionBy |
P15522
|
FINISHED |
| Object |
Steve Lightfoot
Steve Lightfoot is a British television writer and producer known for his work on series such as Behind Her Eyes, Hannibal, and Marvel’s The Punisher.
|
E1405946
|
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: Steve Lightfoot | Statement: [Behind Her Eyes, developedForTelevisionBy, Steve Lightfoot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Lightfoot Context triple: [Behind Her Eyes, developedForTelevisionBy, Steve Lightfoot]
-
A.
Chris Lighty
Chris Lighty was a prominent American music industry executive and talent manager who helped shape the careers of major hip-hop and R&B artists in the 1990s and 2000s.
-
B.
Jason Lightstone
Jason Lightstone is a character in the action-comedy Christmas film "Violent Night," depicted as a member of the wealthy and dysfunctional Lightstone family targeted during a violent holiday heist.
-
C.
Stephen Lambert
Stephen Lambert is a British television producer and executive known for creating popular reality and factual entertainment formats such as "Gogglebox."
-
D.
Eric Leighton
Eric Leighton is a film director and animator best known for co-directing Disney's 2000 computer-animated feature "Dinosaur."
-
E.
Jack Feore
Jack Feore is the son of Canadian-American actor Colm Feore.
- 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: Steve Lightfoot Triple: [Behind Her Eyes, developedForTelevisionBy, Steve Lightfoot]
Generated description
Steve Lightfoot is a British television writer and producer known for his work on series such as Behind Her Eyes, Hannibal, and Marvel’s The Punisher.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Lightfoot Target entity description: Steve Lightfoot is a British television writer and producer known for his work on series such as Behind Her Eyes, Hannibal, and Marvel’s The Punisher.
-
A.
Chris Lighty
Chris Lighty was a prominent American music industry executive and talent manager who helped shape the careers of major hip-hop and R&B artists in the 1990s and 2000s.
-
B.
Jason Lightstone
Jason Lightstone is a character in the action-comedy Christmas film "Violent Night," depicted as a member of the wealthy and dysfunctional Lightstone family targeted during a violent holiday heist.
-
C.
Stephen Lambert
Stephen Lambert is a British television producer and executive known for creating popular reality and factual entertainment formats such as "Gogglebox."
-
D.
Eric Leighton
Eric Leighton is a film director and animator best known for co-directing Disney's 2000 computer-animated feature "Dinosaur."
-
E.
Jack Feore
Jack Feore is the son of Canadian-American actor Colm Feore.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a648a88190853ee741edcf6ca2 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08050fcc088190a839c529cda3f588 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a08061f6aa08190a7c8b4fc55ea1400 |
completed | May 16, 2026, 5:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080706231c819081499808132fad82 |
completed | May 16, 2026, 5:56 a.m. |
Created at: April 11, 2026, 3:33 p.m.