Triple

T3949695
Position Surface form Disambiguated ID Type / Status
Subject Steven Moffat E84832 entity
Predicate writerOf P2831 FINISHED
Object Forest of the Dead
"Forest of the Dead" is a 2008 Doctor Who television episode, written by Steven Moffat, that concludes the two-part story introducing River Song and features the Tenth Doctor confronting the shadow-dwelling Vashta Nerada in a virtual reality library.
E402809 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: Forest of the Dead | Statement: [Steven Moffat, writerOf, Forest of the Dead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forest of the Dead
Context triple: [Steven Moffat, writerOf, Forest of the Dead]
  • A. Land of the Dead
    Land of the Dead is a vibrant, fantastical afterlife realm in Pixar's "Coco," where deceased ancestors live in a colorful city sustained by the memories of the living.
  • B. Office of the Dead
    The Office of the Dead is a traditional set of prayers in the Roman Catholic liturgy, recited for the souls of the deceased, especially in connection with funerals and All Souls’ Day.
  • C. The Dead and the Living
    The Dead and the Living is a critically acclaimed poetry collection by Sharon Olds that explores themes of family, violence, and mortality in vivid, confessional verse.
  • D. Garden of Death
    The Garden of Death is a sinister, trap-filled Japanese garden in the James Bond novel and film "You Only Live Twice," designed as a macabre landscape where visitors are lured to their deaths.
  • E. The Yawning Grave
    "The Yawning Grave" is a haunting, atmospheric folk-rock song by Lord Huron known for its ghostly narrative and cinematic, Western-tinged 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: Forest of the Dead
Triple: [Steven Moffat, writerOf, Forest of the Dead]
Generated description
"Forest of the Dead" is a 2008 Doctor Who television episode, written by Steven Moffat, that concludes the two-part story introducing River Song and features the Tenth Doctor confronting the shadow-dwelling Vashta Nerada in a virtual reality library.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forest of the Dead
Target entity description: "Forest of the Dead" is a 2008 Doctor Who television episode, written by Steven Moffat, that concludes the two-part story introducing River Song and features the Tenth Doctor confronting the shadow-dwelling Vashta Nerada in a virtual reality library.
  • A. Land of the Dead
    Land of the Dead is a vibrant, fantastical afterlife realm in Pixar's "Coco," where deceased ancestors live in a colorful city sustained by the memories of the living.
  • B. Office of the Dead
    The Office of the Dead is a traditional set of prayers in the Roman Catholic liturgy, recited for the souls of the deceased, especially in connection with funerals and All Souls’ Day.
  • C. The Dead and the Living
    The Dead and the Living is a critically acclaimed poetry collection by Sharon Olds that explores themes of family, violence, and mortality in vivid, confessional verse.
  • D. Garden of Death
    The Garden of Death is a sinister, trap-filled Japanese garden in the James Bond novel and film "You Only Live Twice," designed as a macabre landscape where visitors are lured to their deaths.
  • E. The Yawning Grave
    "The Yawning Grave" is a haunting, atmospheric folk-rock song by Lord Huron known for its ghostly narrative and cinematic, Western-tinged 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef91227a8819097c3a5a206792382 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533a4d3048190b63ad93a6ec87a48 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5347dd9d08190a9c373a7d0428245 completed March 14, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69b5383cbe248190ada0fe5257c8aa30 completed March 14, 2026, 10:28 a.m.
Created at: March 9, 2026, 3:30 p.m.