Triple

T2909853
Position Surface form Disambiguated ID Type / Status
Subject Global Tropics Hazards Outlook E63654 entity
Predicate acronym P43 FINISHED
Object GTH Outlook
GTH Outlook is a climate and weather forecasting product that provides weekly assessments of potential tropical hazards such as heavy rainfall, drought, and tropical cyclone activity across the global tropics.
 E309226 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: GTH Outlook | Statement: [Global Tropics Hazards Outlook, acronym, GTH Outlook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GTH Outlook
Context triple: [Global Tropics Hazards Outlook, acronym, GTH Outlook]
  • A. GTC
    GTC is a Polish vehicle registration code assigned to a specific county within the Pomeranian Voivodeship.
  • B. GNT
    GNT is an abbreviation for the Good News Translation, a modern English Bible version known for its clear, easy-to-understand language.
  • C. GTS
    GTS is an abbreviation commonly used for the Global Telecommunication System, an international network for exchanging meteorological data.
  • D. GTS
    GTS is a high-performance, sport-oriented variant of the Holden Monaro produced by Holden’s performance division.
  • E. GTM
    GTM is the three-letter ISO 3166-1 alpha-3 country code assigned to Guatemala.
  • 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: GTH Outlook
Triple: [Global Tropics Hazards Outlook, acronym, GTH Outlook]
Generated description
GTH Outlook is a climate and weather forecasting product that provides weekly assessments of potential tropical hazards such as heavy rainfall, drought, and tropical cyclone activity across the global tropics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GTH Outlook
Target entity description: GTH Outlook is a climate and weather forecasting product that provides weekly assessments of potential tropical hazards such as heavy rainfall, drought, and tropical cyclone activity across the global tropics.
  • A. GTC
    GTC is a Polish vehicle registration code assigned to a specific county within the Pomeranian Voivodeship.
  • B. GNT
    GNT is an abbreviation for the Good News Translation, a modern English Bible version known for its clear, easy-to-understand language.
  • C. GTS
    GTS is a high-performance, sport-oriented variant of the Holden Monaro produced by Holden’s performance division.
  • D. GTS
    GTS is an abbreviation commonly used for the Global Telecommunication System, an international network for exchanging meteorological data.
  • E. GTM
    GTM is the three-letter ISO 3166-1 alpha-3 country code assigned to Guatemala.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0e899808190a348e1e71116d0a5 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0561b8e6c8190be69fd39bdd19cca completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b060ac7c58819081f0882170869a8e completed March 10, 2026, 6:19 p.m.
NED2 Entity disambiguation (via description) batch_69b0619540cc8190971cd1a4c5c4b309 completed March 10, 2026, 6:23 p.m.
Created at: March 6, 2026, 10:11 p.m.