Triple

T15566198
Position Surface form Disambiguated ID Type / Status
Subject Louis Dreyfus Company E371120 entity
Predicate memberOf P10 FINISHED
Object ABCD grain companies
ABCD grain companies are a group of four dominant global agribusiness firms that control a large share of the international grain and commodity trade.
 E366016 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: ABCD grain companies | Statement: [Louis Dreyfus Company, memberOf, ABCD grain companies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ABCD grain companies
Context triple: [Louis Dreyfus Company, memberOf, ABCD grain companies]
  • A. Archer Daniels Midland
    Archer Daniels Midland is a large American multinational food processing and commodities trading corporation.
  • B. Bunge
    Bunge is the unicameral legislative body and main law-making institution of the United Republic of Tanzania.
  • C. Bunge
    Bunge is a surname most notably associated with Nikolai Bunge, a prominent 19th-century Russian economist and statesman.
  • D. Chelsea Milling Company
    Chelsea Milling Company is a historic family-owned flour mill in Chelsea, Michigan, best known as the producer of Jiffy baking mixes.
  • E. Corn Products Refining Company
    Corn Products Refining Company was a major early 20th-century American agribusiness firm specializing in processing corn into starches, sweeteners, and other industrial and food products.
  • 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: ABCD grain companies
Triple: [Louis Dreyfus Company, memberOf, ABCD grain companies]
Generated description
ABCD grain companies are a group of four dominant global agribusiness firms that control a large share of the international grain and commodity trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ABCD grain companies
Target entity description: ABCD grain companies are a group of four dominant global agribusiness firms that control a large share of the international grain and commodity trade.
  • A. Archer Daniels Midland chosen
    Archer Daniels Midland is a large American multinational food processing and commodities trading corporation.
  • B. Bunge
    Bunge is a surname most notably associated with Nikolai Bunge, a prominent 19th-century Russian economist and statesman.
  • C. Bunge
    Bunge is the unicameral legislative body and main law-making institution of the United Republic of Tanzania.
  • D. Chelsea Milling Company
    Chelsea Milling Company is a historic family-owned flour mill in Chelsea, Michigan, best known as the producer of Jiffy baking mixes.
  • E. Corn Products Refining Company
    Corn Products Refining Company was a major early 20th-century American agribusiness firm specializing in processing corn into starches, sweeteners, and other industrial and food products.
  • F. None of above.

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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddd753c8190b51eaef433258081 completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456a3b08819092f9f517bbef5577 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff49541fcc8190a1d22721bc255e19 completed May 9, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_69ff49f6db508190b0127a59d332512e completed May 9, 2026, 2:51 p.m.
Created at: April 10, 2026, 4:10 a.m.