Triple
T7125566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linda Lovelace |
E166049
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Larry Marchiano
Larry Marchiano was the husband of former adult film star Linda Lovelace, known primarily for his relationship with her after she left the pornography industry.
|
E662688
|
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: Larry Marchiano | Statement: [Linda Lovelace, spouse, Larry Marchiano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry Marchiano Context triple: [Linda Lovelace, spouse, Larry Marchiano]
-
A.
Frank Romano
Frank Romano is an author best known for writing the book "Just a Dream."
-
B.
Frank Romano
Frank Romano is a music producer and songwriter known for his work on contemporary R&B and pop tracks, including the song "Just a Dream."
-
C.
Phil Petrillo
Phil Petrillo is a minor character referenced in the TV sitcom "The Golden Girls" as one of Sophia Petrillo's children.
-
D.
Ben Massarella
Ben Massarella is an American percussionist best known for his work with the indie rock band Modest Mouse and as a co-founder of the experimental label and project Perishable Records.
-
E.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
- 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: Larry Marchiano Triple: [Linda Lovelace, spouse, Larry Marchiano]
Generated description
Larry Marchiano was the husband of former adult film star Linda Lovelace, known primarily for his relationship with her after she left the pornography industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry Marchiano Target entity description: Larry Marchiano was the husband of former adult film star Linda Lovelace, known primarily for his relationship with her after she left the pornography industry.
-
A.
Frank Romano
Frank Romano is an author best known for writing the book "Just a Dream."
-
B.
Frank Romano
Frank Romano is a music producer and songwriter known for his work on contemporary R&B and pop tracks, including the song "Just a Dream."
-
C.
Phil Petrillo
Phil Petrillo is a minor character referenced in the TV sitcom "The Golden Girls" as one of Sophia Petrillo's children.
-
D.
Ben Massarella
Ben Massarella is an American percussionist best known for his work with the indie rock band Modest Mouse and as a co-founder of the experimental label and project Perishable Records.
-
E.
Anthony LoGerfo
Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
- 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_69c6888350588190870cd552b427a1cd |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e64d99888190a93c1822e19b5457 |
completed | March 27, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81eaa62dc8190b6a3d39ee3e1f3a5 |
completed | March 28, 2026, 6:32 p.m. |
| NEDg | Description generation | batch_69c81f9b565881909bebcc3112037f52 |
completed | March 28, 2026, 6:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8207912f4819086e99ed441bee805 |
completed | March 28, 2026, 6:39 p.m. |
Created at: March 27, 2026, 2:44 p.m.