Triple

T17300961
Position Surface form Disambiguated ID Type / Status
Subject Weatherford International E420036 entity
Predicate tickerSymbol P1447 FINISHED
Object WFRD
WFRD is the stock ticker symbol for Weatherford International, a multinational oilfield services company that provides equipment and services for drilling, evaluation, completion, production, and intervention of oil and natural gas wells.
 E1261147 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: WFRD | Statement: [Weatherford International, tickerSymbol, WFRD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WFRD
Context triple: [Weatherford International, tickerSymbol, WFRD]
  • A. FRD
    FRD is the station code for a railway station named after U.S. President Franklin D. Roosevelt.
  • B. WF
    WF is the common abbreviation for Wikifunctions, a Wikimedia project aimed at creating a collaborative catalog of reusable functions.
  • C. WF
    WF is the common abbreviation for Windows Workflow Foundation, a Microsoft technology for building workflow-enabled applications within the .NET framework.
  • D. FW
    FW refers to the Free Voters (Freie Wähler), a German political association and party known for its strong local-government focus and presence in Bavarian municipal and regional politics.
  • E. FW
    FW is the IATA airline designator assigned to the Japanese regional carrier Ibex Airlines.
  • 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: WFRD
Triple: [Weatherford International, tickerSymbol, WFRD]
Generated description
WFRD is the stock ticker symbol for Weatherford International, a multinational oilfield services company that provides equipment and services for drilling, evaluation, completion, production, and intervention of oil and natural gas wells.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: WFRD
Target entity description: WFRD is the stock ticker symbol for Weatherford International, a multinational oilfield services company that provides equipment and services for drilling, evaluation, completion, production, and intervention of oil and natural gas wells.
  • A. FRD
    FRD is the station code for a railway station named after U.S. President Franklin D. Roosevelt.
  • B. WF
    WF is the common abbreviation for Wikifunctions, a Wikimedia project aimed at creating a collaborative catalog of reusable functions.
  • C. WF
    WF is the common abbreviation for Windows Workflow Foundation, a Microsoft technology for building workflow-enabled applications within the .NET framework.
  • D. FW
    FW refers to the Free Voters (Freie Wähler), a German political association and party known for its strong local-government focus and presence in Bavarian municipal and regional politics.
  • E. FW
    FW is the designation used for the series of Formula One racing car chassis developed and raced by the Williams Grand Prix Engineering team.
  • 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e438fae8848190a06c5866e606baac completed April 19, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180dc929c819096a7a5dc81e5b6ef completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a0181ae2d588190a4ff68094529a994 completed May 11, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0182ccd104819088569cf0be87b4d3 completed May 11, 2026, 7:18 a.m.
Created at: April 10, 2026, 5:41 a.m.