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.