Triple
T4029542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ianto Jones |
E83672
|
entity |
| Predicate | associatedEpisode |
P53537
|
FINISHED |
| Object |
Cyberwoman
Cyberwoman is a Torchwood episode centered on a horrific experiment that leaves Ianto Jones’s girlfriend partially converted into a Cyberman, forcing the team into a deadly moral crisis.
|
E409538
|
NE FINISHED |
How this triple was built (5 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: Cyberwoman | Statement: [Ianto Jones, associatedEpisode, Cyberwoman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cyberwoman Context triple: [Ianto Jones, associatedEpisode, Cyberwoman]
-
A.
Cyber-Shades
Cyber-Shades are a variant of the Cybermen in Doctor Who, characterized by their bestial, hound-like form used for tracking and capturing victims.
-
B.
Cyber Pearl
Cyber Pearl is a prominent commercial office complex in Hyderabad’s HITEC City, known for housing numerous IT and technology companies.
-
C.
Cyber-King
The Cyber-King is a colossal, weaponized Cyberman war machine and mobile fortress featured in Doctor Who, serving as a devastating manifestation of Cyberman power.
-
D.
Cyber City
Cyber City is a major corporate and IT hub in Gurugram, India, known for its high-rise offices, multinational company campuses, and modern commercial infrastructure.
-
E.
Cyber Rodeo
Cyber Rodeo was a large-scale launch celebration and public event hosted by Tesla to mark the opening of its Gigafactory Texas near Austin.
- 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: Cyberwoman Triple: [Ianto Jones, associatedEpisode, Cyberwoman]
Generated description
Cyberwoman is a Torchwood episode centered on a horrific experiment that leaves Ianto Jones’s girlfriend partially converted into a Cyberman, forcing the team into a deadly moral crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cyberwoman Target entity description: Cyberwoman is a Torchwood episode centered on a horrific experiment that leaves Ianto Jones’s girlfriend partially converted into a Cyberman, forcing the team into a deadly moral crisis.
-
A.
Cyber-Shades
Cyber-Shades are a variant of the Cybermen in Doctor Who, characterized by their bestial, hound-like form used for tracking and capturing victims.
-
B.
Cyber Pearl
Cyber Pearl is a prominent commercial office complex in Hyderabad’s HITEC City, known for housing numerous IT and technology companies.
-
C.
Cyber-King
The Cyber-King is a colossal, weaponized Cyberman war machine and mobile fortress featured in Doctor Who, serving as a devastating manifestation of Cyberman power.
-
D.
Cyber City
Cyber City is a major corporate and IT hub in Gurugram, India, known for its high-rise offices, multinational company campuses, and modern commercial infrastructure.
-
E.
Cyber Rodeo
Cyber Rodeo was a large-scale launch celebration and public event hosted by Tesla to mark the opening of its Gigafactory Texas near Austin.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedEpisode Context triple: [Ianto Jones, associatedEpisode, Cyberwoman]
-
A.
associatedWithEpisodeType
Indicates that something has a connection or linkage to a particular type or category of episode.
-
B.
directedEpisodeOf
Indicates that a person served as the director for a specific episode of a television or web series.
-
C.
hasEpisode
Indicates that something, typically a series or program, includes a specific episode as one of its constituent parts.
-
D.
followsEpisode
Indicates that one episode occurs directly after another in a sequence or series.
-
E.
episodeNumberInSeries
Indicates the specific sequential position an episode occupies within its overall series.
- F. None of above. chosen
Provenance (7 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_69aed92e29ac819080f7a98b594fec05 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaf1d8208190951a20ad7e5ab7bc |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b556358f148190be7008092d0023af |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b55a5b292481908723530461bad562 |
completed | March 14, 2026, 12:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55ae09ac48190a014aaf5b309e029 |
completed | March 14, 2026, 12:56 p.m. |
| PD | Predicate disambiguation | batch_69aef8fe440c819093a7fa22c4ff3f1a |
completed | March 9, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69aefa815f2c8190818c9ffd9d1bf478 |
completed | March 9, 2026, 4:51 p.m. |
Created at: March 9, 2026, 3:36 p.m.