Triple

T2274775
Position Surface form Disambiguated ID Type / Status
Subject Early Middle Ages E50744 entity
Predicate alsoKnownAs P39 FINISHED
Object Dark Ages
The Dark Ages is a historical term, now largely outdated, that refers to the early medieval period in Europe, traditionally characterized as a time of cultural and economic decline following the fall of the Western Roman Empire.
E251350 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: Dark Ages | Statement: [Early Middle Ages, alsoKnownAs, Dark Ages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Ages
Context triple: [Early Middle Ages, alsoKnownAs, Dark Ages]
  • A. Heroic Age
    The Heroic Age is a legendary period in Greek mythology characterized by the exploits of great heroes such as Heracles, Perseus, and the warriors of the Trojan War.
  • B. The Golden Age
    The Golden Age is the original title of the Jehovah’s Witnesses’ religious magazine that was later renamed Awake!.
  • C. The Golden Age
    The Golden Age is a nostalgic collection of semi-autobiographical childhood essays by British author Kenneth Grahame, celebrating the imaginative inner world of children in a Victorian setting.
  • D. The Ages
    "The Ages" is a reflective poem by William Cullen Bryant that meditates on the progression of human history and the moral development of civilization.
  • E. Camelot era
    The Camelot era refers to the idealized, nostalgic view of John F. Kennedy’s presidency as a brief, glamorous, and hopeful period in American history.
  • 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: Dark Ages
Triple: [Early Middle Ages, alsoKnownAs, Dark Ages]
Generated description
The Dark Ages is a historical term, now largely outdated, that refers to the early medieval period in Europe, traditionally characterized as a time of cultural and economic decline following the fall of the Western Roman Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Ages
Target entity description: The Dark Ages is a historical term, now largely outdated, that refers to the early medieval period in Europe, traditionally characterized as a time of cultural and economic decline following the fall of the Western Roman Empire.
  • A. Heroic Age
    The Heroic Age is a legendary period in Greek mythology characterized by the exploits of great heroes such as Heracles, Perseus, and the warriors of the Trojan War.
  • B. The Golden Age
    The Golden Age is the original title of the Jehovah’s Witnesses’ religious magazine that was later renamed Awake!.
  • C. The Golden Age
    The Golden Age is a nostalgic collection of semi-autobiographical childhood essays by British author Kenneth Grahame, celebrating the imaginative inner world of children in a Victorian setting.
  • D. The Ages
    "The Ages" is a reflective poem by William Cullen Bryant that meditates on the progression of human history and the moral development of civilization.
  • E. Camelot era
    The Camelot era refers to the idealized, nostalgic view of John F. Kennedy’s presidency as a brief, glamorous, and hopeful period in American history.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ebaa148190851952567878b3a1 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e01860819082bca15c146b9c64 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae727388f48190bbb516e1cc907689 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae733c44008190ac1429da66cf77aa completed March 9, 2026, 7:14 a.m.
Created at: March 4, 2026, 7:48 p.m.