Triple

T7329623
Position Surface form Disambiguated ID Type / Status
Subject Algorithms + Data Structures = Programs E168963 entity
Predicate partOfSeries P1761 FINISHED
Object Prentice Hall Series in Automatic Computation
Prentice Hall Series in Automatic Computation is a classic academic book series focused on foundational topics in computer science, particularly algorithms, data structures, and programming theory.
E656394 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: Prentice Hall Series in Automatic Computation | Statement: [Algorithms + Data Structures = Programs, partOfSeries, Prentice Hall Series in Automatic Computation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prentice Hall Series in Automatic Computation
Context triple: [Algorithms + Data Structures = Programs, partOfSeries, Prentice Hall Series in Automatic Computation]
  • A. An Axiomatic Basis for Computer Programming
    "An Axiomatic Basis for Computer Programming" is a seminal 1969 paper by C.A.R. Hoare that introduced the formal logical system now known as Hoare logic for reasoning about program correctness.
  • B. Control Program for Microcomputers
    Control Program for Microcomputers is an early operating system widely used on 8-bit microcomputers in the late 1970s and early 1980s, known for influencing the design of later systems like MS-DOS.
  • C. A Logical Design of an Intermediate Speed Digital Computer
    "A Logical Design of an Intermediate Speed Digital Computer" is Gene Amdahl’s doctoral thesis, presenting an early and influential computer architecture design that helped launch his career in computer engineering.
  • D. the Logic Theorist program
    The Logic Theorist program was an early artificial intelligence system developed in the 1950s that automatically proved theorems in symbolic logic and is often regarded as the first AI program.
  • E. IBM 1401, A User’s Manual
    IBM 1401, A User’s Manual is an ambient/electronic concept album by Icelandic composer Jóhann Jóhannsson that blends orchestral music with vintage computer sounds inspired by the IBM 1401 mainframe.
  • 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: Prentice Hall Series in Automatic Computation
Triple: [Algorithms + Data Structures = Programs, partOfSeries, Prentice Hall Series in Automatic Computation]
Generated description
Prentice Hall Series in Automatic Computation is a classic academic book series focused on foundational topics in computer science, particularly algorithms, data structures, and programming theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prentice Hall Series in Automatic Computation
Target entity description: Prentice Hall Series in Automatic Computation is a classic academic book series focused on foundational topics in computer science, particularly algorithms, data structures, and programming theory.
  • A. An Axiomatic Basis for Computer Programming
    "An Axiomatic Basis for Computer Programming" is a seminal 1969 paper by C.A.R. Hoare that introduced the formal logical system now known as Hoare logic for reasoning about program correctness.
  • B. Control Program for Microcomputers
    Control Program for Microcomputers is an early operating system widely used on 8-bit microcomputers in the late 1970s and early 1980s, known for influencing the design of later systems like MS-DOS.
  • C. A Logical Design of an Intermediate Speed Digital Computer
    "A Logical Design of an Intermediate Speed Digital Computer" is Gene Amdahl’s doctoral thesis, presenting an early and influential computer architecture design that helped launch his career in computer engineering.
  • D. the Logic Theorist program
    The Logic Theorist program was an early artificial intelligence system developed in the 1950s that automatically proved theorems in symbolic logic and is often regarded as the first AI program.
  • E. IBM 1401, A User’s Manual
    IBM 1401, A User’s Manual is an ambient/electronic concept album by Icelandic composer Jóhann Jóhannsson that blends orchestral music with vintage computer sounds inspired by the IBM 1401 mainframe.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0a9c0f081909218560d8a4f4995 completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef16f35881909fffba1df072f0d6 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7ef9665748190bddc45f234af7a7b completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f02f95508190a7b323f3f94e4a0f completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:03 p.m.