Triple

T4181455
Position Surface form Disambiguated ID Type / Status
Subject Halliburton E88203 entity
Predicate hasDivision P35 FINISHED
Object Drilling and Evaluation
Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
 E420035 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: Drilling and Evaluation | Statement: [Halliburton, hasDivision, Drilling and Evaluation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Drilling and Evaluation
Context triple: [Halliburton, hasDivision, Drilling and Evaluation]
  • A. Drillers
    The Drillers are the athletic teams representing Bakersfield High School in interscholastic sports and competitions.
  • B. Loss-of-Fluid Test Facility
    The Loss-of-Fluid Test Facility is a specialized experimental installation used to study and simulate loss-of-coolant and related accident scenarios in nuclear reactors.
  • C. Underground Injection Control program
    The Underground Injection Control program is a U.S. regulatory framework that oversees and permits the injection of fluids into underground wells to protect groundwater resources from contamination.
  • D. Division of Oil and Gas
    The Division of Oil and Gas is a regulatory branch of Indiana’s state government responsible for overseeing the exploration, production, and environmental management of the state’s oil and natural gas resources.
  • E. Division of Oil and Gas
    The Division of Oil and Gas is a unit of Alaska’s state government responsible for managing and regulating the exploration, development, and production of the state’s oil and gas resources.
  • 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: Drilling and Evaluation
Triple: [Halliburton, hasDivision, Drilling and Evaluation]
Generated description
Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Drilling and Evaluation
Target entity description: Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
  • A. Drillers
    The Drillers are the athletic teams representing Bakersfield High School in interscholastic sports and competitions.
  • B. Loss-of-Fluid Test Facility
    The Loss-of-Fluid Test Facility is a specialized experimental installation used to study and simulate loss-of-coolant and related accident scenarios in nuclear reactors.
  • C. Underground Injection Control program
    The Underground Injection Control program is a U.S. regulatory framework that oversees and permits the injection of fluids into underground wells to protect groundwater resources from contamination.
  • D. Division of Oil and Gas
    The Division of Oil and Gas is a regulatory branch of Indiana’s state government responsible for overseeing the exploration, production, and environmental management of the state’s oil and natural gas resources.
  • E. Division of Oil and Gas
    The Division of Oil and Gas is a unit of Alaska’s state government responsible for managing and regulating the exploration, development, and production of the state’s oil and gas resources.
  • 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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0304702c8190899cbb0e3e41b987 completed March 9, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589f89f4481909f95d3ca915bac18 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58e0446d48190a1fd54bcc72af026 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e8d57cc8190a823a7cf3a3f0cdf completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:45 p.m.