Triple

T9723198
Position Surface form Disambiguated ID Type / Status
Subject Takakichi Aso E235532 entity
Predicate employer P7 FINISHED
Object Aso cement conglomerate
Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
 E816191 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: Aso cement conglomerate | Statement: [Takakichi Aso, employer, Aso cement conglomerate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aso cement conglomerate
Context triple: [Takakichi Aso, employer, Aso cement conglomerate]
  • A. Pacific Cement and Aggregates
    Pacific Cement and Aggregates was an industrial company that operated a major cement manufacturing plant in Davenport, California.
  • B. UltraTech Cement
    UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
  • C. Holcim
    Holcim is a global leader in innovative and sustainable building materials and construction solutions.
  • D. Odakyu Group
    Odakyu Group is a major Japanese private railway and diversified corporate group centered around Odakyu Electric Railway, operating transportation, retail, real estate, and leisure businesses.
  • E. Cemex
    Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
  • 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: Aso cement conglomerate
Triple: [Takakichi Aso, employer, Aso cement conglomerate]
Generated description
Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aso cement conglomerate
Target entity description: Aso cement conglomerate is a Japanese industrial group centered on cement and related businesses, historically linked to the prominent Aso family.
  • A. Pacific Cement and Aggregates
    Pacific Cement and Aggregates was an industrial company that operated a major cement manufacturing plant in Davenport, California.
  • B. UltraTech Cement
    UltraTech Cement is one of India’s largest cement manufacturers and a flagship company of the Aditya Birla Group, known for its extensive presence in the infrastructure and construction sectors.
  • C. Holcim
    Holcim is a global leader in innovative and sustainable building materials and construction solutions.
  • D. Odakyu Group
    Odakyu Group is a major Japanese private railway and diversified corporate group centered around Odakyu Electric Railway, operating transportation, retail, real estate, and leisure businesses.
  • E. Cemex
    Cemex is a global building materials company headquartered in Mexico, best known as one of the world’s largest producers of cement, ready-mix concrete, and aggregates.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e75abd48190a6e6679ec51496e8 completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fa5a8e48190b7b1742eb6c3b81e completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a022efd48190b0206bbdf3d93b9e completed April 4, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69d1a09ae5b48190b4d0b01cd20ba140 completed April 4, 2026, 11:36 p.m.
Created at: March 30, 2026, 8:20 p.m.