Triple

T19916563
Position Surface form Disambiguated ID Type / Status
Subject Beinecke MS 408 E478680 entity
Predicate shelfmark P19913 FINISHED
Object MS 408
MS 408 is the shelfmark designation for the Voynich Manuscript, a famously undeciphered illustrated codex held at the Beinecke Rare Book & Manuscript Library at Yale University.
 E1402051 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: MS 408 | Statement: [Beinecke MS 408, shelfmark, MS 408]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MS 408
Context triple: [Beinecke MS 408, shelfmark, MS 408]
  • A. MCTS
    MCTS is a heuristic search algorithm that uses randomized simulations to efficiently explore large decision trees, widely applied in game-playing AI and other complex planning problems.
  • B. MCTS
    MCTS is the primary public bus transportation system serving Milwaukee County, Wisconsin.
  • C. MS 3501
    MS 3501 is the library catalog designation for the Exeter Book, a major 10th-century manuscript of Old English poetry housed at Exeter Cathedral.
  • D. MS804
    MS804 is the flight number assigned to EgyptAir Flight 804, the Paris-to-Cairo passenger service that tragically crashed into the Mediterranean Sea in May 2016.
  • E. MSS
    MSS is the Mobile Servicing System, a Canadian-built robotic arm and handling system used on the International Space Station for assembly, maintenance, and payload operations.
  • 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: MS 408
Triple: [Beinecke MS 408, shelfmark, MS 408]
Generated description
MS 408 is the shelfmark designation for the Voynich Manuscript, a famously undeciphered illustrated codex held at the Beinecke Rare Book & Manuscript Library at Yale University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MS 408
Target entity description: MS 408 is the shelfmark designation for the Voynich Manuscript, a famously undeciphered illustrated codex held at the Beinecke Rare Book & Manuscript Library at Yale University.
  • A. MCTS
    MCTS is a heuristic search algorithm that uses randomized simulations to efficiently explore large decision trees, widely applied in game-playing AI and other complex planning problems.
  • B. MCTS
    MCTS is the primary public bus transportation system serving Milwaukee County, Wisconsin.
  • C. MS 3501
    MS 3501 is the library catalog designation for the Exeter Book, a major 10th-century manuscript of Old English poetry housed at Exeter Cathedral.
  • D. MS804
    MS804 is the flight number assigned to EgyptAir Flight 804, the Paris-to-Cairo passenger service that tragically crashed into the Mediterranean Sea in May 2016.
  • E. MSS
    MSS is the Mobile Servicing System, a Canadian-built robotic arm and handling system used on the International Space Station for assembly, maintenance, and payload operations.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65994f4608190b79771ddea1040f5 completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea52592481909419476f335b6046 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07f2c7dec48190a698509098479a56 completed May 16, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_6a07f376f5388190989a0460528945df completed May 16, 2026, 4:32 a.m.
Created at: April 10, 2026, 1:53 p.m.