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.