Triple

T3842011
Position Surface form Disambiguated ID Type / Status
Subject Moselle E93471 entity
Predicate hasMajorCity P316 FINISHED
Object Hayange
Hayange is an industrial town in northeastern France known historically for its steel and ironworks in the Moselle department of the Grand Est region.
 E393522 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: Hayange | Statement: [Moselle, hasMajorCity, Hayange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hayange
Context triple: [Moselle, hasMajorCity, Hayange]
  • A. Lambayong
    Lambayong is a municipality in the province of Sultan Kudarat in the Philippines, known for its predominantly agricultural economy and rural communities.
  • B. Shumshu
    Shumshu is a small, strategically significant volcanic island at the northern end of the Kuril Islands chain, near the Kamchatka Peninsula.
  • C. Bugey
    Bugey is a historical and wine-producing region in eastern France, known for its hilly landscapes and location in the foothills of the Jura Mountains.
  • D. Gulgong
    Gulgong is a historic gold rush town in New South Wales, Australia, known for its well-preserved 19th-century streetscapes and heritage buildings.
  • E. Ngazargamu
    Ngazargamu was the principal capital city of the Kanem-Bornu Empire in the Lake Chad region, serving as a major political and commercial center in precolonial West Africa.
  • 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: Hayange
Triple: [Moselle, hasMajorCity, Hayange]
Generated description
Hayange is an industrial town in northeastern France known historically for its steel and ironworks in the Moselle department of the Grand Est region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hayange
Target entity description: Hayange is an industrial town in northeastern France known historically for its steel and ironworks in the Moselle department of the Grand Est region.
  • A. Lambayong
    Lambayong is a municipality in the province of Sultan Kudarat in the Philippines, known for its predominantly agricultural economy and rural communities.
  • B. Shumshu
    Shumshu is a small, strategically significant volcanic island at the northern end of the Kuril Islands chain, near the Kamchatka Peninsula.
  • C. Bugey
    Bugey is a historical and wine-producing region in eastern France, known for its hilly landscapes and location in the foothills of the Jura Mountains.
  • D. Gulgong
    Gulgong is a historic gold rush town in New South Wales, Australia, known for its well-preserved 19th-century streetscapes and heritage buildings.
  • E. Ngazargamu
    Ngazargamu was the principal capital city of the Kanem-Bornu Empire in the Lake Chad region, serving as a major political and commercial center in precolonial West Africa.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeebb397ac81908f74a42a0eeb8682 completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5040d478081909a903bbf02f0d0ec completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b50492239c8190a6c62504e2a6d130 completed March 14, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69b50863e4a08190bd54274b2212abfc completed March 14, 2026, 7:04 a.m.
Created at: March 9, 2026, 3:18 p.m.