Triple

T8672475
Position Surface form Disambiguated ID Type / Status
Subject Monte Carlo tree search E205830 entity
Predicate abbreviation P43 FINISHED
Object 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.
 E748468 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: MCTS | Statement: [Monte Carlo tree search, abbreviation, MCTS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MCTS
Context triple: [Monte Carlo tree search, abbreviation, MCTS]
  • A. MCS
    MCS is the station code for the MediaCityUK tram stop on Greater Manchester’s Metrolink light rail network.
  • B. MCS
    MCS is the Mellon College of Science, a core academic division of Carnegie Mellon University known for its programs in the natural and mathematical sciences.
  • C. MCS
    MCS is a scientific instrument aboard NASA’s Mars Reconnaissance Orbiter that measures the Martian atmosphere’s temperature, dust, and water vapor profiles.
  • D. MOC
    MOC is the National Olympic Committee responsible for organizing and overseeing Moldova’s participation in the Olympic Games and promoting the Olympic movement within the country.
  • E. MOC
    MOC is the National Olympic Committee of Malta, responsible for organizing the country’s participation in the Olympic Games and promoting the Olympic movement locally.
  • 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: MCTS
Triple: [Monte Carlo tree search, abbreviation, MCTS]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MCTS
Target entity description: 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.
  • A. MCS
    MCS is the station code for the MediaCityUK tram stop on Greater Manchester’s Metrolink light rail network.
  • B. MCS
    MCS is the Mellon College of Science, a core academic division of Carnegie Mellon University known for its programs in the natural and mathematical sciences.
  • C. MCS
    MCS is a scientific instrument aboard NASA’s Mars Reconnaissance Orbiter that measures the Martian atmosphere’s temperature, dust, and water vapor profiles.
  • D. MOC
    MOC is the National Olympic Committee responsible for organizing and overseeing Moldova’s participation in the Olympic Games and promoting the Olympic movement within the country.
  • E. MOC
    MOC is the National Olympic Committee of Malta, responsible for organizing the country’s participation in the Olympic Games and promoting the Olympic movement locally.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc491a34d08190b0795079d192a03d completed March 31, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd3a3c5c8190940a61e7e7b3e887 completed April 2, 2026, 8:10 p.m.
NEDg Description generation batch_69cece908adc8190b6ea8d971868cbf8 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf14eaa481908f8630872c21b3b3 completed April 2, 2026, 8:18 p.m.
Created at: March 30, 2026, 6:31 p.m.