Triple

T19116817
Position Surface form Disambiguated ID Type / Status
Subject SEL E467927 entity
Predicate replacedBy P101 FINISHED
Object GMP
GMP (GNU Multiple Precision Arithmetic Library) is a widely used open-source C library for high-performance arbitrary-precision arithmetic on integers, rational numbers, and floating-point numbers.
E1360379 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: GMP | Statement: [SEL, replacedBy, GMP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GMP
Context triple: [SEL, replacedBy, GMP]
  • A. GMP
    GMP is the IATA airport code for Gimpo International Airport, a major airport serving the Seoul metropolitan area in South Korea.
  • B. Good Manufacturing Practices
    Good Manufacturing Practices are a set of regulatory and industry standards that ensure products are consistently produced and controlled to quality and safety requirements, particularly in sectors like food, pharmaceuticals, and cosmetics.
  • C. GKChP
    GKChP was the hardline Soviet leadership group that attempted a coup against Mikhail Gorbachev in August 1991 to halt his reforms and preserve the USSR.
  • D. GSP
    GSP is a prominent regional theater company in New Brunswick, New Jersey, known for producing new and contemporary plays and musicals.
  • E. GSP
    GSP is the commonly used abbreviation for the Garden State Parkway, a major toll highway running the length of New Jersey.
  • 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: GMP
Triple: [SEL, replacedBy, GMP]
Generated description
GMP (GNU Multiple Precision Arithmetic Library) is a widely used open-source C library for high-performance arbitrary-precision arithmetic on integers, rational numbers, and floating-point numbers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GMP
Target entity description: GMP (GNU Multiple Precision Arithmetic Library) is a widely used open-source C library for high-performance arbitrary-precision arithmetic on integers, rational numbers, and floating-point numbers.
  • A. GMP
    GMP is the IATA airport code for Gimpo International Airport, a major airport serving the Seoul metropolitan area in South Korea.
  • B. Good Manufacturing Practices
    Good Manufacturing Practices are a set of regulatory and industry standards that ensure products are consistently produced and controlled to quality and safety requirements, particularly in sectors like food, pharmaceuticals, and cosmetics.
  • C. GKChP
    GKChP was the hardline Soviet leadership group that attempted a coup against Mikhail Gorbachev in August 1991 to halt his reforms and preserve the USSR.
  • D. GSP
    GSP is the commonly used abbreviation for the Garden State Parkway, a major toll highway running the length of New Jersey.
  • E. GSP
    GSP is the IATA airport code for Greenville–Spartanburg International Airport, the primary commercial airport serving the Greenville–Spartanburg metropolitan area in South Carolina.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3984bf48190818fa2b01b75decb completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f24617b08190bad4419dc19bfd48 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f2d21768819094b37ee2e63d4310 completed May 15, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_6a06f35bc9a48190bff63fc7970d3965 completed May 15, 2026, 10:20 a.m.
Created at: April 10, 2026, 12:05 p.m.