Triple

T15479079
Position Surface form Disambiguated ID Type / Status
Subject Needham Question E376865 entity
Predicate alsoKnownAs P39 FINISHED
Object Needham Puzzle
The Needham Puzzle is a famous question in economic history that asks why modern industrialization first occurred in Europe rather than in technologically advanced China.
E1159713 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: Needham Puzzle | Statement: [Needham Question, alsoKnownAs, Needham Puzzle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Needham Puzzle
Context triple: [Needham Question, alsoKnownAs, Needham Puzzle]
  • A. The Puzzle Lab
    The Puzzle Lab is a single-player solo adventure mode in Hearthstone’s The Boomsday Project expansion, featuring a series of challenging, puzzle-based encounters.
  • B. Puzzlewood
    Puzzlewood is an ancient woodland and tourist attraction in the Forest of Dean in Gloucestershire, England, famed for its moss-covered rocks, twisting pathways, and inspiration for works like J.R.R. Tolkien’s Middle-earth.
  • C. Where Is the Puzzle?
    "Where Is the Puzzle?" is a song by Bonnie "Prince" Billy from his 2008 folk album *Lie Down in the Light*.
  • D. Puzzlin' Evidence
    "Puzzlin' Evidence" is a Talking Heads song known for its quirky, rhythmic style and appearance on David Byrne’s film and album project *True Stories*.
  • E. Figure It Out
    "Figure It Out" is a hard-hitting rock song by British duo Royal Blood, known for its heavy bass riffs, minimalist setup, and breakout success in the mid-2010s alternative rock scene.
  • 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: Needham Puzzle
Triple: [Needham Question, alsoKnownAs, Needham Puzzle]
Generated description
The Needham Puzzle is a famous question in economic history that asks why modern industrialization first occurred in Europe rather than in technologically advanced China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Needham Puzzle
Target entity description: The Needham Puzzle is a famous question in economic history that asks why modern industrialization first occurred in Europe rather than in technologically advanced China.
  • A. The Puzzle Lab
    The Puzzle Lab is a single-player solo adventure mode in Hearthstone’s The Boomsday Project expansion, featuring a series of challenging, puzzle-based encounters.
  • B. Puzzlewood
    Puzzlewood is an ancient woodland and tourist attraction in the Forest of Dean in Gloucestershire, England, famed for its moss-covered rocks, twisting pathways, and inspiration for works like J.R.R. Tolkien’s Middle-earth.
  • C. Where Is the Puzzle?
    "Where Is the Puzzle?" is a song by Bonnie "Prince" Billy from his 2008 folk album *Lie Down in the Light*.
  • D. Puzzlin' Evidence
    "Puzzlin' Evidence" is a Talking Heads song known for its quirky, rhythmic style and appearance on David Byrne’s film and album project *True Stories*.
  • E. Figure It Out
    "Figure It Out" is a hard-hitting rock song by British duo Royal Blood, known for its heavy bass riffs, minimalist setup, and breakout success in the mid-2010s alternative rock scene.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8a77a081909f12f13660452f4a completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0b3e7881908f195701fe222371 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2e4010dc8190b0f81d03acf8ba41 completed May 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69ff310c2d5c819093295c45307176ec completed May 9, 2026, 1:05 p.m.
Created at: April 10, 2026, 3:34 a.m.