Triple

T17884371
Position Surface form Disambiguated ID Type / Status
Subject Peter Milligan E447163 entity
Predicate wrote P2831 FINISHED
Object Bad Company
Bad Company is a British science fiction comic series, best known for its dark, war-torn future setting and morally ambiguous antihero soldiers, originally published in the anthology 2000 AD.
 E1293818 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: Bad Company | Statement: [Peter Milligan, wrote, Bad Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Company
Context triple: [Peter Milligan, wrote, Bad Company]
  • A. Bad Company
    "Bad Company" is a 1995 American neo-noir thriller film featuring Michael Beach in a supporting role.
  • B. Bad Company
    Bad Company is a fast-paced thriller novel by Jack Higgins that follows covert operatives entangled in a high-stakes conspiracy involving wartime secrets and modern power struggles.
  • C. Bad Company
    Bad Company is a British hard rock supergroup formed in the early 1970s, best known for hits like "Feel Like Makin' Love" and "Can't Get Enough."
  • D. Whitesnake
    Whitesnake is a British hard rock band formed by former Deep Purple singer David Coverdale, best known for their 1980s hits like "Here I Go Again" and "Is This Love."
  • E. Badfinger
    Badfinger was a British rock band formed in the 1960s, best known for their melodic power pop sound and influential hits under the Apple Records label.
  • 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: Bad Company
Triple: [Peter Milligan, wrote, Bad Company]
Generated description
Bad Company is a British science fiction comic series, best known for its dark, war-torn future setting and morally ambiguous antihero soldiers, originally published in the anthology 2000 AD.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Company
Target entity description: Bad Company is a British science fiction comic series, best known for its dark, war-torn future setting and morally ambiguous antihero soldiers, originally published in the anthology 2000 AD.
  • A. Bad Company
    "Bad Company" is a 1995 American neo-noir thriller film featuring Michael Beach in a supporting role.
  • B. Bad Company
    Bad Company is a fast-paced thriller novel by Jack Higgins that follows covert operatives entangled in a high-stakes conspiracy involving wartime secrets and modern power struggles.
  • C. Bad Company
    Bad Company is a British hard rock supergroup formed in the early 1970s, best known for hits like "Feel Like Makin' Love" and "Can't Get Enough."
  • D. Whitesnake
    Whitesnake is a British hard rock band formed by former Deep Purple singer David Coverdale, best known for their 1980s hits like "Here I Go Again" and "Is This Love."
  • E. Badfinger
    Badfinger was a British rock band formed in the 1960s, best known for their melodic power pop sound and influential hits under the Apple Records label.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c11530881908ad98fbd0a52b1c3 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d7ca4881908ce9c8e9a8d44e11 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0315959c3c819096a93724638a970b completed May 12, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03165da2a081909ad7089d5135d23c completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.