Triple

T8431604
Position Surface form Disambiguated ID Type / Status
Subject Silo E199126 entity
Predicate basedOnWorkBy P2806 FINISHED
Object Hugh Howey
Hugh Howey is an American author best known for his self-published dystopian science fiction series "Wool," which became a bestseller and was later adapted for television as "Silo."
 E732740 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: Hugh Howey | Statement: [Silo, basedOnWorkBy, Hugh Howey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugh Howey
Context triple: [Silo, basedOnWorkBy, Hugh Howey]
  • A. Sarah Shephard
    Sarah Shephard is a fictional character from the television series "Lost," known as Jack Shephard’s ex-wife.
  • B. Kristen Kish
    Kristen Kish is a Korean-American chef, television host, and restaurateur best known for winning Top Chef and later serving as the show's host and judge.
  • C. Lauren Oliver
    Lauren Oliver is an American author best known for her young adult novels, including the dystopian "Delirium" series and the contemporary bestseller "Before I Fall."
  • D. Gail Carriger
    Gail Carriger is a bestselling American author known for her humorous steampunk and paranormal romance novels, particularly the Parasol Protectorate series.
  • E. Julie Herrod
    Julie Herrod is an American actress best known for her role as the young neighbor Gloria in the 1967 suspense film "Wait Until Dark."
  • 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: Hugh Howey
Triple: [Silo, basedOnWorkBy, Hugh Howey]
Generated description
Hugh Howey is an American author best known for his self-published dystopian science fiction series "Wool," which became a bestseller and was later adapted for television as "Silo."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugh Howey
Target entity description: Hugh Howey is an American author best known for his self-published dystopian science fiction series "Wool," which became a bestseller and was later adapted for television as "Silo."
  • A. Sarah Shephard
    Sarah Shephard is a fictional character from the television series "Lost," known as Jack Shephard’s ex-wife.
  • B. Kristen Kish
    Kristen Kish is a Korean-American chef, television host, and restaurateur best known for winning Top Chef and later serving as the show's host and judge.
  • C. Lauren Oliver
    Lauren Oliver is an American author best known for her young adult novels, including the dystopian "Delirium" series and the contemporary bestseller "Before I Fall."
  • D. Gail Carriger
    Gail Carriger is a bestselling American author known for her humorous steampunk and paranormal romance novels, particularly the Parasol Protectorate series.
  • E. Julie Herrod
    Julie Herrod is an American actress best known for her role as the young neighbor Gloria in the 1967 suspense film "Wait Until Dark."
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a4876c81908d5a708bb1f35683 completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce038902308190bff57c9ce14e72ed completed April 2, 2026, 5:50 a.m.
NEDg Description generation batch_69ce07851c4081909a9468a386035bb2 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce07ec00248190bb10fee54265c7f9 completed April 2, 2026, 6:08 a.m.
Created at: March 30, 2026, 6:07 p.m.