Triple
T22892206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Shins |
E568069
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Neal Langford
Neal Langford is a musician best known as an early bassist for the indie rock band The Shins.
|
E1566389
|
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: Neal Langford | Statement: [The Shins, hasMember, Neal Langford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neal Langford Context triple: [The Shins, hasMember, Neal Langford]
-
A.
Bill Langworthy
Bill Langworthy is a television producer best known for his work on reality and docu-series, including serving as executive producer of "Candidly Nicole."
-
B.
Ben Langmaid
Ben Langmaid is a British songwriter and producer best known as a former member and co-writer of the electronic music duo La Roux.
-
C.
Neal Lang
Neal Lang was the husband of American comic actress and singer Martha Raye.
-
D.
Keith Langford
Keith Langford is an American former professional basketball guard best known for his standout college career at the University of Kansas and a long, high-scoring career in European leagues.
-
E.
Chris Langham
Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
- 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: Neal Langford Triple: [The Shins, hasMember, Neal Langford]
Generated description
Neal Langford is a musician best known as an early bassist for the indie rock band The Shins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neal Langford Target entity description: Neal Langford is a musician best known as an early bassist for the indie rock band The Shins.
-
A.
Bill Langworthy
Bill Langworthy is a television producer best known for his work on reality and docu-series, including serving as executive producer of "Candidly Nicole."
-
B.
Ben Langmaid
Ben Langmaid is a British songwriter and producer best known as a former member and co-writer of the electronic music duo La Roux.
-
C.
Neal Lang
Neal Lang was the husband of American comic actress and singer Martha Raye.
-
D.
Keith Langford
Keith Langford is an American former professional basketball guard best known for his standout college career at the University of Kansas and a long, high-scoring career in European leagues.
-
E.
Chris Langham
Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
- 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_69e2458c23ec81908fa2570692c6614f |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f17fc66dbc81909b31c068d7f2c531 |
completed | April 29, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bf292da8881908c1132f1a8238352 |
completed | May 19, 2026, 5:18 a.m. |
| NEDg | Description generation | batch_6a0bf94b2fb88190914f7af090a4c3b9 |
completed | May 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bf9bc16748190bd637d214d55e39d |
completed | May 19, 2026, 5:48 a.m. |
Created at: April 17, 2026, 3:40 p.m.