Triple

T5934015
Position Surface form Disambiguated ID Type / Status
Subject Publicis Groupe E132000 entity
Predicate subsidiary P258 FINISHED
Object Starcom
Starcom is a global media communications agency known for planning and buying advertising across multiple channels as part of the Publicis Groupe network.
 E556345 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: Starcom | Statement: [Publicis Groupe, subsidiary, Starcom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starcom
Context triple: [Publicis Groupe, subsidiary, Starcom]
  • A. STARCOM
    STARCOM is the United States Space Force field command responsible for training, education, doctrine, and test and evaluation for space forces.
  • B. Metricom
    Metricom was a pioneering wireless data communications company best known for its Ricochet wireless internet service in the 1990s.
  • C. Mercury Communications
    Mercury Communications was a British telecommunications company that operated as a major competitor to British Telecom in the late 20th century.
  • D. Communications Satellite Corporation
    Communications Satellite Corporation (COMSAT) was a U.S. government-authorized, publicly owned company established in the 1960s to develop and operate commercial satellite communications systems, notably participating in the creation of the global Intelsat network.
  • E. Serengeti Communications
    Serengeti Communications is a media and communications company known for its work in socially conscious film and documentary production.
  • 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: Starcom
Triple: [Publicis Groupe, subsidiary, Starcom]
Generated description
Starcom is a global media communications agency known for planning and buying advertising across multiple channels as part of the Publicis Groupe network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starcom
Target entity description: Starcom is a global media communications agency known for planning and buying advertising across multiple channels as part of the Publicis Groupe network.
  • A. STARCOM
    STARCOM is the United States Space Force field command responsible for training, education, doctrine, and test and evaluation for space forces.
  • B. Metricom
    Metricom was a pioneering wireless data communications company best known for its Ricochet wireless internet service in the 1990s.
  • C. Mercury Communications
    Mercury Communications was a British telecommunications company that operated as a major competitor to British Telecom in the late 20th century.
  • D. Communications Satellite Corporation
    Communications Satellite Corporation (COMSAT) was a U.S. government-authorized, publicly owned company established in the 1960s to develop and operate commercial satellite communications systems, notably participating in the creation of the global Intelsat network.
  • E. Serengeti Communications
    Serengeti Communications is a media and communications company known for its work in socially conscious film and documentary production.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0389f6fc881909527b928838ffcdd completed March 22, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c069e450819096b268637ffcd219 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c46fabf081908484ba066c25187b completed March 23, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c0c4f21528819093a36c07e2637446 completed March 23, 2026, 4:43 a.m.
Created at: March 22, 2026, 4 p.m.