Triple

T11638465
Position Surface form Disambiguated ID Type / Status
Subject Constance Talmadge E276588 entity
Predicate spouse P13 FINISHED
Object John Pialoglou
John Pialoglou was the husband of silent film star Constance Talmadge, known primarily for his brief marriage to the celebrated actress.
E937397 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: John Pialoglou | Statement: [Constance Talmadge, spouse, John Pialoglou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Pialoglou
Context triple: [Constance Talmadge, spouse, John Pialoglou]
  • A. Gregory Markopoulos
    Gregory Markopoulos was an influential American avant-garde filmmaker whose highly personal, formally radical works helped shape the development of experimental and underground cinema in the mid-20th century.
  • B. Peter Lepeniotis
    Peter Lepeniotis is a Canadian animator, writer, and director best known for creating and directing the animated feature film "The Nut Job."
  • C. Gregory Pakourianos
    Gregory Pakourianos was an 11th-century Byzantine noble and military commander of Georgian origin, best known as a prominent patron and founder of religious institutions.
  • D. Petro Georgiou
    Petro Georgiou is an Australian former Liberal Party politician who served as the federal Member of Parliament for the Melbourne-based seat of Kooyong.
  • E. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • 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: John Pialoglou
Triple: [Constance Talmadge, spouse, John Pialoglou]
Generated description
John Pialoglou was the husband of silent film star Constance Talmadge, known primarily for his brief marriage to the celebrated actress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Pialoglou
Target entity description: John Pialoglou was the husband of silent film star Constance Talmadge, known primarily for his brief marriage to the celebrated actress.
  • A. Gregory Markopoulos
    Gregory Markopoulos was an influential American avant-garde filmmaker whose highly personal, formally radical works helped shape the development of experimental and underground cinema in the mid-20th century.
  • B. Peter Lepeniotis
    Peter Lepeniotis is a Canadian animator, writer, and director best known for creating and directing the animated feature film "The Nut Job."
  • C. Gregory Pakourianos
    Gregory Pakourianos was an 11th-century Byzantine noble and military commander of Georgian origin, best known as a prominent patron and founder of religious institutions.
  • D. Petro Georgiou
    Petro Georgiou is an Australian former Liberal Party politician who served as the federal Member of Parliament for the Melbourne-based seat of Kooyong.
  • E. Angelo Tsakopoulos
    Angelo Tsakopoulos is a prominent Greek-American real estate developer and political donor based in California.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a25e90c08190b7fb73939a2be3d7 completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87d006e881908e008ffa17502d47 completed April 26, 2026, 9:46 p.m.
NEDg Description generation batch_69eeb31438f88190bab71212293f2d2e completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd715b448190b738479b7c1379a2 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.