Triple
T3664174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Army of Ghosts |
E77720
|
entity |
| Predicate | precededByEpisode |
P25144
|
FINISHED |
| Object |
Fear Her
"Fear Her" is a 2006 Doctor Who television episode from the revived series, featuring the Tenth Doctor and Rose Tyler investigating mysterious child disappearances during the run-up to the London 2012 Olympic Games.
|
E378701
|
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: Fear Her | Statement: [Army of Ghosts, precededByEpisode, Fear Her]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fear Her Context triple: [Army of Ghosts, precededByEpisode, Fear Her]
-
A.
Let Her Burn
Let Her Burn is a 2023 electropop EP by American singer Rebecca Black that marks her critically acclaimed reinvention with darker, more experimental pop sounds.
-
B.
Her Too
"Her Too" is a soulful R&B song by American singer-songwriter SiR, known for its smooth production and introspective lyrics.
-
C.
The Cry
The Cry is a British television drama series adapted from Helen FitzGerald's novel, focusing on the psychological unravelling of a couple after their baby goes missing.
-
D.
Lady of Rage
Lady of Rage is an American rapper and actress best known for her work with Death Row Records in the 1990s, including standout appearances alongside Snoop Dogg and Dr. Dre.
-
E.
Burn the Witch
"Burn the Witch" is a 2016 Radiohead song known for its tense, orchestral arrangement and politically charged lyrics critiquing authoritarianism and social paranoia.
- 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: Fear Her Triple: [Army of Ghosts, precededByEpisode, Fear Her]
Generated description
"Fear Her" is a 2006 Doctor Who television episode from the revived series, featuring the Tenth Doctor and Rose Tyler investigating mysterious child disappearances during the run-up to the London 2012 Olympic Games.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fear Her Target entity description: "Fear Her" is a 2006 Doctor Who television episode from the revived series, featuring the Tenth Doctor and Rose Tyler investigating mysterious child disappearances during the run-up to the London 2012 Olympic Games.
-
A.
Let Her Burn
Let Her Burn is a 2023 electropop EP by American singer Rebecca Black that marks her critically acclaimed reinvention with darker, more experimental pop sounds.
-
B.
Her Too
"Her Too" is a soulful R&B song by American singer-songwriter SiR, known for its smooth production and introspective lyrics.
-
C.
The Cry
The Cry is a British television drama series adapted from Helen FitzGerald's novel, focusing on the psychological unravelling of a couple after their baby goes missing.
-
D.
Lady of Rage
Lady of Rage is an American rapper and actress best known for her work with Death Row Records in the 1990s, including standout appearances alongside Snoop Dogg and Dr. Dre.
-
E.
Burn the Witch
"Burn the Witch" is a 2016 Radiohead song known for its tense, orchestral arrangement and politically charged lyrics critiquing authoritarianism and social paranoia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededByEpisode Context triple: [Army of Ghosts, precededByEpisode, Fear Her]
-
A.
followsEpisode
Indicates that one episode occurs directly after another in a sequence or series.
-
B.
isPrequelTo
Indicates that one work or event occurs earlier in time and narratively sets up or leads into another work or event.
-
C.
wasPrecededBy
chosen
Indicates that one event, state, or entity occurred or existed earlier in time than another.
-
D.
appearsBefore
Indicates that one entity occurs, is positioned, or is presented earlier in an ordered sequence than another entity.
-
E.
directedEpisodeOf
Indicates that a person served as the director for a specific episode of a television or web series.
- F. None of above.
Provenance (6 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_69ad85dfc4dc8190a441864202ab2a7a |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3fe5eb08190ab15044acf9ac8a9 |
completed | March 8, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48848be788190acde46880918d36b |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b489c9a21081908b5e6468205e5c68 |
completed | March 13, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4bcaa45cc8190a5db8bfd8845efb1 |
completed | March 14, 2026, 1:40 a.m. |
| PD | Predicate disambiguation | batch_69adb847e9d881909dad2ffd0f3b6c15 |
completed | March 8, 2026, 5:56 p.m. |
Created at: March 8, 2026, 3:25 p.m.