Triple

T4100135
Position Surface form Disambiguated ID Type / Status
Subject Stephen Langton E87920 entity
Predicate familyName P18 FINISHED
Object Langton
Langton is an English surname historically associated with notable figures such as medieval church leaders and scholars.
 E412821 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: Langton | Statement: [Stephen Langton, familyName, Langton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langton
Context triple: [Stephen Langton, familyName, Langton]
  • A. Thaton
    Thaton is an ancient city in southern Myanmar historically significant as a major center of the Mon kingdom and Theravada Buddhism in the region.
  • B. Neurath
    Neurath is a surname most prominently associated with Otto Neurath, an Austrian philosopher of science and key member of the Vienna Circle.
  • C. Langon
    Langon is a commune in southwestern France’s Gironde department, known as a local center for wine production and river trade along the Garonne.
  • D. Kirton
    Kirton is a village and civil parish located in the county of Suffolk in eastern England.
  • E. Goytre
    Goytre is a village and community located within the county borough of Neath Port Talbot in South Wales.
  • 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: Langton
Triple: [Stephen Langton, familyName, Langton]
Generated description
Langton is an English surname historically associated with notable figures such as medieval church leaders and scholars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langton
Target entity description: Langton is an English surname historically associated with notable figures such as medieval church leaders and scholars.
  • A. Thaton
    Thaton is an ancient city in southern Myanmar historically significant as a major center of the Mon kingdom and Theravada Buddhism in the region.
  • B. Neurath
    Neurath is a surname most prominently associated with Otto Neurath, an Austrian philosopher of science and key member of the Vienna Circle.
  • C. Langon
    Langon is a commune in southwestern France’s Gironde department, known as a local center for wine production and river trade along the Garonne.
  • D. Kirton
    Kirton is a village and civil parish located in the county of Suffolk in eastern England.
  • E. Goytre
    Goytre is a village and community located within the county borough of Neath Port Talbot in South Wales.
  • 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_69aed94564cc8190a9c1457daedb6e7f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefd0d9c508190b8aedf83f3310513 completed March 9, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7585bc81909dc2c02e60a55def completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c3a4b708190a55027fd3b2b76e0 completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc5c704819083dac59bf7b3cb83 completed March 14, 2026, 2:12 p.m.
Created at: March 9, 2026, 3:40 p.m.