Triple
T18338929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jen Taylor |
E439347
|
entity |
| Predicate | voiceRoleInWork |
P44471
|
FINISHED |
| Object |
Zoe in Left 4 Dead
Zoe in Left 4 Dead is a playable survivor character in Valve's cooperative zombie shooter, known for her genre-savvy, horror-movie-fan personality and distinctive red jacket.
|
E1318171
|
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: Zoe in Left 4 Dead | Statement: [Jen Taylor, voiceRoleInWork, Zoe in Left 4 Dead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zoe in Left 4 Dead Context triple: [Jen Taylor, voiceRoleInWork, Zoe in Left 4 Dead]
-
A.
Ezekiel (The Walking Dead)
Ezekiel is a charismatic former zookeeper turned theatrical community leader in The Walking Dead, known for his regal persona, pet tiger Shiva, and role as the king of the Kingdom.
-
B.
Andrea (The Walking Dead)
Andrea is a former civil rights lawyer turned resilient survivor in The Walking Dead TV series, known for her evolving combat skills, complex moral choices, and pivotal relationships with key characters like Rick Grimes and the Governor.
-
C.
Joel in The Last of Us
Joel in The Last of Us is the grizzled, morally complex survivor who serves as the main playable protagonist and father-figure to Ellie in Naughty Dog’s acclaimed post-apocalyptic action-adventure game series.
-
D.
Zoe
Zoe is a feminine given name of Greek origin meaning "life," commonly used in many English-speaking and European countries.
-
E.
Zoe
"Zoe" is a 2018 science-fiction romantic drama film directed by Drake Doremus that explores love and relationships in a near-future world of advanced artificial intelligence and synthetic partners.
- 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: Zoe in Left 4 Dead Triple: [Jen Taylor, voiceRoleInWork, Zoe in Left 4 Dead]
Generated description
Zoe in Left 4 Dead is a playable survivor character in Valve's cooperative zombie shooter, known for her genre-savvy, horror-movie-fan personality and distinctive red jacket.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zoe in Left 4 Dead Target entity description: Zoe in Left 4 Dead is a playable survivor character in Valve's cooperative zombie shooter, known for her genre-savvy, horror-movie-fan personality and distinctive red jacket.
-
A.
Ezekiel (The Walking Dead)
Ezekiel is a charismatic former zookeeper turned theatrical community leader in The Walking Dead, known for his regal persona, pet tiger Shiva, and role as the king of the Kingdom.
-
B.
Andrea (The Walking Dead)
Andrea is a former civil rights lawyer turned resilient survivor in The Walking Dead TV series, known for her evolving combat skills, complex moral choices, and pivotal relationships with key characters like Rick Grimes and the Governor.
-
C.
Joel in The Last of Us
Joel in The Last of Us is the grizzled, morally complex survivor who serves as the main playable protagonist and father-figure to Ellie in Naughty Dog’s acclaimed post-apocalyptic action-adventure game series.
-
D.
Zoe
Zoe is a feminine given name of Greek origin meaning "life," commonly used in many English-speaking and European countries.
-
E.
Zoe
"Zoe" is a 2018 science-fiction romantic drama film directed by Drake Doremus that explores love and relationships in a near-future world of advanced artificial intelligence and synthetic partners.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50ed07db48190a15e957c96b1c5bf |
completed | April 19, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4d4bcb08190ae701be702c0c743 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c592f7d0819082d600901da2c2f6 |
completed | May 13, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c63ec8c48190bad47d423ab2cfe7 |
completed | May 13, 2026, 12:30 a.m. |
Created at: April 10, 2026, 10:37 a.m.