Triple

T15376745
Position Surface form Disambiguated ID Type / Status
Subject TW E367686 entity
Predicate successorTicker P6747 FINISHED
Object WLTW
WLTW is the stock ticker symbol for Willis Towers Watson, a global advisory, broking, and solutions company.
E1153595 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: WLTW | Statement: [TW, successorTicker, WLTW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WLTW
Context triple: [TW, successorTicker, WLTW]
  • A. WLIW
    WLIW is a Long Island-based public television station in the New York metropolitan area, known for educational, cultural, and local programming.
  • B. WMTW
    WMTW is a television station serving the Portland, Maine market, known primarily as the local ABC network affiliate.
  • C. WBLS
    WBLS is a New York City-based urban adult contemporary radio station known for its influential programming and prominent on-air personalities.
  • D. WRAG
    WRAG is the abbreviation for the Work-Related Activity Group, a category in the UK welfare system for people assessed as capable of some work-related activities while receiving certain benefits.
  • E. WTW
    WTW is the abbreviation for "Walking Together on the Way," an ecumenical document focused on fostering unity and dialogue among Christian traditions.
  • 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: WLTW
Triple: [TW, successorTicker, WLTW]
Generated description
WLTW is the stock ticker symbol for Willis Towers Watson, a global advisory, broking, and solutions company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WLTW
Target entity description: WLTW is the stock ticker symbol for Willis Towers Watson, a global advisory, broking, and solutions company.
  • A. WLIW
    WLIW is a Long Island-based public television station in the New York metropolitan area, known for educational, cultural, and local programming.
  • B. WMTW
    WMTW is a television station serving the Portland, Maine market, known primarily as the local ABC network affiliate.
  • C. WBLS
    WBLS is a New York City-based urban adult contemporary radio station known for its influential programming and prominent on-air personalities.
  • D. WRAG
    WRAG is the abbreviation for the Work-Related Activity Group, a category in the UK welfare system for people assessed as capable of some work-related activities while receiving certain benefits.
  • E. WTW
    WTW is the abbreviation for "Walking Together on the Way," an ecumenical document focused on fostering unity and dialogue among Christian traditions.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e5ece1081908d7c1289258b9c1f completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b5502508190bd39b6d81ee57cc0 completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0f400ec08190961c63f957efe107 completed May 9, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ff0fbef36081908a0f6317a32f9c28 completed May 9, 2026, 10:43 a.m.
Created at: April 10, 2026, 3:18 a.m.