Triple

T13547410
Position Surface form Disambiguated ID Type / Status
Subject American Meteorological Society E323548 entity
Predicate abbreviation P43 FINISHED
Object AMS
AMS is a leading U.S.-based scientific and professional organization dedicated to advancing the atmospheric and related sciences through research, education, and outreach.
 E1046140 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: AMS | Statement: [American Meteorological Society, abbreviation, AMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMS
Context triple: [American Meteorological Society, abbreviation, AMS]
  • A. AMS
    AMS is the commonly used abbreviation for the Academy of Medical Sciences, an independent UK body that promotes advances in medical science and their translation into healthcare benefits.
  • B. AMS
    AMS is the three-letter IATA airport code for Amsterdam Airport Schiphol, the main international airport of the Netherlands.
  • C. AMS
    AMS is a United States Department of Agriculture agency that develops quality standards, grading, and marketing programs for agricultural products to support fair and efficient markets.
  • D. ACS
    ACS is a leading U.S.-based scientific society and publisher focused on advancing the chemistry enterprise and its practitioners worldwide.
  • E. ACS
    ACS is the New York City Administration for Children's Services, the municipal agency responsible for child welfare, child protection, and juvenile justice services in New York City.
  • 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: AMS
Triple: [American Meteorological Society, abbreviation, AMS]
Generated description
AMS is a leading U.S.-based scientific and professional organization dedicated to advancing the atmospheric and related sciences through research, education, and outreach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AMS
Target entity description: AMS is a leading U.S.-based scientific and professional organization dedicated to advancing the atmospheric and related sciences through research, education, and outreach.
  • A. AMS
    AMS is the three-letter IATA airport code for Amsterdam Airport Schiphol, the main international airport of the Netherlands.
  • B. AMS
    AMS is a United States Department of Agriculture agency that develops quality standards, grading, and marketing programs for agricultural products to support fair and efficient markets.
  • C. AMS
    AMS is the commonly used abbreviation for the Academy of Medical Sciences, an independent UK body that promotes advances in medical science and their translation into healthcare benefits.
  • D. ACS
    ACS is a consortium of liberal arts colleges in the southern United States that collaborates to enhance academic programs and resources.
  • E. ACS
    ACS is a leading U.S.-based scientific society and publisher focused on advancing the chemistry enterprise and its practitioners worldwide.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafdb466881908fb46642dc66849d completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da2c2008190b43a653a349ea0c7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75ed5457c819093081c6a22f13c91 completed May 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f75f7e9d2c81909ec5540b34ac97cb completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:45 p.m.