Triple
T2980034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Hoover |
E80486
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
|
E316132
|
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 Avlon | Statement: [Margaret Hoover, spouse, John Avlon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Avlon Context triple: [Margaret Hoover, spouse, John Avlon]
-
A.
Josh Berman
Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
-
B.
Benjamin Barron
Benjamin Barron was the husband of Elizabeth Parris, who was historically associated with the Salem witch trials.
-
C.
Charles Kushner
Charles Kushner is an American real estate developer and Democratic political donor who founded Kushner Companies and was convicted of tax evasion and other crimes before receiving a presidential pardon.
-
D.
Ezra Lieberman
Ezra Lieberman is a determined Nazi hunter in "The Boys from Brazil" who investigates a sinister plot involving Josef Mengele and a series of mysterious deaths.
-
E.
Jason Blumenthal
Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
- 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 Avlon Triple: [Margaret Hoover, spouse, John Avlon]
Generated description
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Avlon Target entity description: John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
A.
Josh Berman
Josh Berman is an American entrepreneur best known as a co-founder of the pioneering social networking site MySpace.
-
B.
Benjamin Barron
Benjamin Barron was the husband of Elizabeth Parris, who was historically associated with the Salem witch trials.
-
C.
Charles Kushner
Charles Kushner is an American real estate developer and Democratic political donor who founded Kushner Companies and was convicted of tax evasion and other crimes before receiving a presidential pardon.
-
D.
Ezra Lieberman
Ezra Lieberman is a determined Nazi hunter in "The Boys from Brazil" who investigates a sinister plot involving Josef Mengele and a series of mysterious deaths.
-
E.
Jason Blumenthal
Jason Blumenthal is an American film producer known for his work on a variety of Hollywood feature films, including the comedy-drama "Troop Zero."
- 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_69ad8b15f6ac8190be5fd16a33edcb4f |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad999e91788190a2d430dd0600a660 |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108f27d648190a7a58670fec8b74d |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10bda5d848190af553c5f245b165d |
completed | March 11, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10c9198288190a3e3ea7112ea4460 |
completed | March 11, 2026, 6:32 a.m. |
Created at: March 8, 2026, 2:58 p.m.