Triple

T496119
Position Surface form Disambiguated ID Type / Status
Subject Fundamentals of Surveying exam E10297 entity
Predicate alsoKnownAs P39 FINISHED
Object FS exam
The FS exam is a standardized test in the United States that serves as the first step toward professional licensure for surveyors, assessing fundamental knowledge in surveying principles and practices.
 E61695 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: FS exam | Statement: [Fundamentals of Surveying exam, alsoKnownAs, FS exam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FS exam
Context triple: [Fundamentals of Surveying exam, alsoKnownAs, FS exam]
  • A. FSA
    FSA is the abbreviation for the former U.S. Federal Security Agency, a government body that once oversaw various federal social and public health programs.
  • B. FCS
    FCS is the NCAA Division I Football Championship Subdivision, the tier of top-level college football that determines its national champion through a playoff system rather than traditional bowl games.
  • C. Series 7 exam
    The Series 7 exam is a U.S. licensing test that qualifies individuals to work as general securities representatives, allowing them to sell a broad range of investment products.
  • D. Series 65 exam
    The Series 65 exam is a U.S. securities licensing test that individuals must pass to qualify as investment adviser representatives authorized to provide investment advice for a fee.
  • E. Fundamentals of Engineering exam
    The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
  • 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: FS exam
Triple: [Fundamentals of Surveying exam, alsoKnownAs, FS exam]
Generated description
The FS exam is a standardized test in the United States that serves as the first step toward professional licensure for surveyors, assessing fundamental knowledge in surveying principles and practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FS exam
Target entity description: The FS exam is a standardized test in the United States that serves as the first step toward professional licensure for surveyors, assessing fundamental knowledge in surveying principles and practices.
  • A. FSA
    FSA is the abbreviation for the former U.S. Federal Security Agency, a government body that once oversaw various federal social and public health programs.
  • B. FCS
    FCS is the NCAA Division I Football Championship Subdivision, the tier of top-level college football that determines its national champion through a playoff system rather than traditional bowl games.
  • C. Series 7 exam
    The Series 7 exam is a U.S. licensing test that qualifies individuals to work as general securities representatives, allowing them to sell a broad range of investment products.
  • D. Series 65 exam
    The Series 65 exam is a U.S. securities licensing test that individuals must pass to qualify as investment adviser representatives authorized to provide investment advice for a fee.
  • E. Fundamentals of Engineering exam
    The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f115334881908ac5ab96c7f4214e completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a47d2da4488190be3146538a4f3d46 completed March 1, 2026, 5:53 p.m.
NEDg Description generation batch_69a47e3bf5e48190b30d2250708e04c6 completed March 1, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69a47e888e04819096b3b4eed3bccf95 completed March 1, 2026, 5:59 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.