Triple

T4029193
Position Surface form Disambiguated ID Type / Status
Subject The Citadel E83664 entity
Predicate appearsInEpisode P795 FINISHED
Object Hell Bent
"Hell Bent" is a 2015 Doctor Who television episode featuring the Twelfth Doctor, notable for its emotionally charged conclusion to Clara Oswald’s storyline and its exploration of Gallifrey and Time Lord lore.
E409534 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: Hell Bent | Statement: [The Citadel, appearsInEpisode, Hell Bent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hell Bent
Context triple: [The Citadel, appearsInEpisode, Hell Bent]
  • A. Hell’s Highway
    Hell’s Highway is the nickname for the main Allied supply route used during Operation Market Garden in World War II, running through the Netherlands and including key crossings such as the Son bridge.
  • B. Sunken Road
    Sunken Road, later known as Bloody Lane, was a crucial defensive position and the site of some of the fiercest fighting during the American Civil War’s Battle of Antietam.
  • C. The Crooked Way
    The Crooked Way is a 1949 American film noir crime drama about an amnesiac war veteran drawn into a violent criminal underworld.
  • D. Hell Corner
    Hell Corner is the tight first turn of the Mount Panorama Circuit in Bathurst, Australia, renowned as a critical and challenging corner in the Bathurst 1000 motor race.
  • E. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • 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: Hell Bent
Triple: [The Citadel, appearsInEpisode, Hell Bent]
Generated description
"Hell Bent" is a 2015 Doctor Who television episode featuring the Twelfth Doctor, notable for its emotionally charged conclusion to Clara Oswald’s storyline and its exploration of Gallifrey and Time Lord lore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hell Bent
Target entity description: "Hell Bent" is a 2015 Doctor Who television episode featuring the Twelfth Doctor, notable for its emotionally charged conclusion to Clara Oswald’s storyline and its exploration of Gallifrey and Time Lord lore.
  • A. Hell’s Highway
    Hell’s Highway is the nickname for the main Allied supply route used during Operation Market Garden in World War II, running through the Netherlands and including key crossings such as the Son bridge.
  • B. Sunken Road
    Sunken Road, later known as Bloody Lane, was a crucial defensive position and the site of some of the fiercest fighting during the American Civil War’s Battle of Antietam.
  • C. The Crooked Way
    The Crooked Way is a 1949 American film noir crime drama about an amnesiac war veteran drawn into a violent criminal underworld.
  • D. Hell Corner
    Hell Corner is the tight first turn of the Mount Panorama Circuit in Bathurst, Australia, renowned as a critical and challenging corner in the Bathurst 1000 motor race.
  • E. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaf066b08190afbb4a18ddc8d67e 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.
Created at: March 9, 2026, 3:36 p.m.