Triple

T7076594
Position Surface form Disambiguated ID Type / Status
Subject Gheorghe Hagi E164835 entity
Predicate familyName P18 FINISHED
Object Hagi
Hagi is a Romanian surname most famously associated with Gheorghe Hagi, one of Romania’s greatest footballers.
 E640867 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: Hagi | Statement: [Gheorghe Hagi, familyName, Hagi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hagi
Context triple: [Gheorghe Hagi, familyName, Hagi]
  • A. Hagi
    Hagi is a historic castle town in Yamaguchi Prefecture, Japan, known for its well-preserved samurai districts, traditional streets, and role in the late Edo and Meiji Restoration periods.
  • B. Higashiyamato
    Higashiyamato is a suburban city in western Tokyo, Japan, known for its residential neighborhoods and proximity to the Tama region’s parks and green spaces.
  • C. Isehara
    Isehara is a city in Kanagawa Prefecture, Japan, known as a residential and industrial area with access to nearby natural attractions such as the Tanzawa Mountains.
  • D. Higashikurume
    Higashikurume is a suburban city in western Tokyo, Japan, known for its residential neighborhoods and role as a commuter area for central Tokyo.
  • E. Hita
    Hita is a historic city in Ōita Prefecture on Japan’s Kyushu island, known for its preserved traditional townscape, riverside setting, and summer festivals.
  • 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: Hagi
Triple: [Gheorghe Hagi, familyName, Hagi]
Generated description
Hagi is a Romanian surname most famously associated with Gheorghe Hagi, one of Romania’s greatest footballers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hagi
Target entity description: Hagi is a Romanian surname most famously associated with Gheorghe Hagi, one of Romania’s greatest footballers.
  • A. Hagi
    Hagi is a historic castle town in Yamaguchi Prefecture, Japan, known for its well-preserved samurai districts, traditional streets, and role in the late Edo and Meiji Restoration periods.
  • B. Higashiyamato
    Higashiyamato is a suburban city in western Tokyo, Japan, known for its residential neighborhoods and proximity to the Tama region’s parks and green spaces.
  • C. Isehara
    Isehara is a city in Kanagawa Prefecture, Japan, known as a residential and industrial area with access to nearby natural attractions such as the Tanzawa Mountains.
  • D. Higashikurume
    Higashikurume is a suburban city in western Tokyo, Japan, known for its residential neighborhoods and role as a commuter area for central Tokyo.
  • E. Hita
    Hita is a historic city in Ōita Prefecture on Japan’s Kyushu island, known for its preserved traditional townscape, riverside setting, and summer festivals.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4ebf4048190bf5d7156817f93a7 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7946dbf048190a6307fefeb1dd6a9 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7955aefdc8190ab38d93097502ec1 completed March 28, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69c795beba2c8190983f871c42f9b72e completed March 28, 2026, 8:47 a.m.
Created at: March 27, 2026, 2:40 p.m.