Triple

T3596320
Position Surface form Disambiguated ID Type / Status
Subject Yamalo-Nenets Autonomous Okrug E76147 entity
Predicate hasLNGTerminal P50128 FINISHED
Object Yamal LNG
Yamal LNG is a major liquefied natural gas production and export facility located in Russia’s Arctic Yamal Peninsula, known for operating in extreme cold and serving key European and Asian energy markets.
E372435 NE FINISHED

How this triple was built (5 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: Yamal LNG | Statement: [Yamalo-Nenets Autonomous Okrug, hasLNGTerminal, Yamal LNG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yamal LNG
Context triple: [Yamalo-Nenets Autonomous Okrug, hasLNGTerminal, Yamal LNG]
  • A. YAMAL
    YAMAL is the radio callsign used by Yamal Airlines, a Russian regional carrier operating passenger and cargo flights, primarily in northern Russia.
  • B. North Field LNG projects
    The North Field LNG projects are a series of major liquefied natural gas developments in Qatar that exploit the world’s largest non-associated gas field to expand the country’s LNG production capacity.
  • C. Gassco
    Gassco is a Norwegian state-owned company responsible for operating the country’s natural gas transportation system and export pipelines.
  • D. Lacq gas field
    The Lacq gas field is a major natural gas deposit in southwestern France that played a key role in the country’s postwar energy development and petrochemical industry.
  • E. Novy Urengoy
    Novy Urengoy is a major gas-producing city in Russia’s Yamalo-Nenets Autonomous Okrug, often called the “gas capital” of the country.
  • 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: Yamal LNG
Triple: [Yamalo-Nenets Autonomous Okrug, hasLNGTerminal, Yamal LNG]
Generated description
Yamal LNG is a major liquefied natural gas production and export facility located in Russia’s Arctic Yamal Peninsula, known for operating in extreme cold and serving key European and Asian energy markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yamal LNG
Target entity description: Yamal LNG is a major liquefied natural gas production and export facility located in Russia’s Arctic Yamal Peninsula, known for operating in extreme cold and serving key European and Asian energy markets.
  • A. YAMAL
    YAMAL is the radio callsign used by Yamal Airlines, a Russian regional carrier operating passenger and cargo flights, primarily in northern Russia.
  • B. North Field LNG projects
    The North Field LNG projects are a series of major liquefied natural gas developments in Qatar that exploit the world’s largest non-associated gas field to expand the country’s LNG production capacity.
  • C. Gassco
    Gassco is a Norwegian state-owned company responsible for operating the country’s natural gas transportation system and export pipelines.
  • D. Lacq gas field
    The Lacq gas field is a major natural gas deposit in southwestern France that played a key role in the country’s postwar energy development and petrochemical industry.
  • E. Novy Urengoy
    Novy Urengoy is a major gas-producing city in Russia’s Yamalo-Nenets Autonomous Okrug, often called the “gas capital” of the country.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLNGTerminal
Context triple: [Yamalo-Nenets Autonomous Okrug, hasLNGTerminal, Yamal LNG]
  • A. hasSatelliteTerminal
    Indicates that an entity is equipped with or connected to a satellite communication terminal.
  • B. hasDomesticTerminal
    Indicates that a transportation facility, typically an airport, includes a terminal dedicated to domestic (within-country) travel operations.
  • C. hasCargoTerminal
    Indicates that a location or facility includes or is equipped with a cargo terminal for handling freight.
  • D. hasVIPTerminal
    Indicates that one entity possesses or provides access to a VIP (very important person) terminal associated with another entity.
  • E. hasTerminusIn
    Indicates that something (such as a route, line, or path) ends or has its final stopping point at a specified location.
  • F. None of above. chosen

Provenance (7 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_69ad85d8042081908af94a04c410dec0 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc19b26bc8190b3cc0613a1a98361 completed March 8, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b403130cf081909bb90800d7dc2d6f completed March 13, 2026, 12:29 p.m.
NEDg Description generation batch_69b40e244db08190bbe9053619820ae8 completed March 13, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_69b42d8084c88190a2aae4a883d050a0 completed March 13, 2026, 3:30 p.m.
PD Predicate disambiguation batch_69adb83b66708190bb9d2f23d6fd308e completed March 8, 2026, 5:56 p.m.
PDg Predicate description generation batch_69adb9261a948190b67f6c6ac0dae2e9 completed March 8, 2026, 6 p.m.
Created at: March 8, 2026, 3:22 p.m.