Triple

T11060148
Position Surface form Disambiguated ID Type / Status
Subject MapInfo Professional E261486 entity
Predicate developer P73 FINISHED
Object Precisely
Precisely is a data integrity and location intelligence company known for providing software and services that help organizations ensure accurate, consistent, and contextualized data for analytics and decision-making.
E902855 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: Precisely | Statement: [MapInfo Professional, developer, Precisely]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Precisely
Context triple: [MapInfo Professional, developer, Precisely]
  • A. Justify
    Justify is an American Thoroughbred racehorse best known for winning the 2018 Triple Crown.
  • B. Optimum
    Optimum is a telecommunications brand offering cable television, internet, and phone services, primarily in the United States.
  • C. Etal
    Etal is a small historic village in Northumberland, England, known for its medieval castle and picturesque setting near the River Till.
  • D. Clearpoint
    Clearpoint is a popular line of Paper Mate mechanical pencils known for their side-click advance mechanism and comfortable, ergonomic design.
  • E. Verily
    Verily is a life sciences and healthcare technology company under Alphabet Inc. that focuses on using data and advanced tools to improve health outcomes.
  • 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: Precisely
Triple: [MapInfo Professional, developer, Precisely]
Generated description
Precisely is a data integrity and location intelligence company known for providing software and services that help organizations ensure accurate, consistent, and contextualized data for analytics and decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Precisely
Target entity description: Precisely is a data integrity and location intelligence company known for providing software and services that help organizations ensure accurate, consistent, and contextualized data for analytics and decision-making.
  • A. Justify
    Justify is an American Thoroughbred racehorse best known for winning the 2018 Triple Crown.
  • B. Optimum
    Optimum is a telecommunications brand offering cable television, internet, and phone services, primarily in the United States.
  • C. Etal
    Etal is a small historic village in Northumberland, England, known for its medieval castle and picturesque setting near the River Till.
  • D. Clearpoint
    Clearpoint is a popular line of Paper Mate mechanical pencils known for their side-click advance mechanism and comfortable, ergonomic design.
  • E. Verily
    Verily is a life sciences and healthcare technology company under Alphabet Inc. that focuses on using data and advanced tools to improve health outcomes.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798e991848190b07c2f48dae38681 completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c87ab0308190a6a6ada1708f0ec2 completed April 18, 2026, 6:07 p.m.
NEDg Description generation batch_69e3cefc00148190a1850dc6e31523c3 completed April 18, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69e3d014a644819092c76aa02b573ca9 completed April 18, 2026, 6:40 p.m.
Created at: April 8, 2026, 9:26 p.m.