Triple
T15891310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lloyd Ahern II |
E385328
|
entity |
| Predicate | hasFamilyName |
P18
|
FINISHED |
| Object |
Ahern
Ahern is a surname of Irish origin borne by various notable individuals across fields such as politics, sports, and the arts.
|
E1183203
|
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: Ahern | Statement: [Lloyd Ahern II, hasFamilyName, Ahern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ahern Context triple: [Lloyd Ahern II, hasFamilyName, Ahern]
-
A.
Curraheen
Curraheen is a suburban area on the outskirts of Cork city in Ireland, known for its residential communities and proximity to local amenities and transport links.
-
B.
Shaughn
Shaughn is a given name, typically a variant spelling of Shaun or Sean, used as a masculine first name in English-speaking countries.
-
C.
Dignam
Dignam is a sharp-tongued, tough-as-nails police sergeant in the crime thriller film "The Departed," known for his brutal honesty and volatile temper.
-
D.
Athdara
Athdara is an architectural section or pavilion within the historic Lahore Fort complex in Lahore, Pakistan.
-
E.
Forristal
Forristal is a surname of Irish origin borne by various individuals, including those in the arts and public life.
- 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: Ahern Triple: [Lloyd Ahern II, hasFamilyName, Ahern]
Generated description
Ahern is a surname of Irish origin borne by various notable individuals across fields such as politics, sports, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ahern Target entity description: Ahern is a surname of Irish origin borne by various notable individuals across fields such as politics, sports, and the arts.
-
A.
Curraheen
Curraheen is a suburban area on the outskirts of Cork city in Ireland, known for its residential communities and proximity to local amenities and transport links.
-
B.
Shaughn
Shaughn is a given name, typically a variant spelling of Shaun or Sean, used as a masculine first name in English-speaking countries.
-
C.
Dignam
Dignam is a sharp-tongued, tough-as-nails police sergeant in the crime thriller film "The Departed," known for his brutal honesty and volatile temper.
-
D.
Athdara
Athdara is an architectural section or pavilion within the historic Lahore Fort complex in Lahore, Pakistan.
-
E.
Forristal
Forristal is a surname of Irish origin borne by various individuals, including those in the arts and public life.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1561e5ac481908ead7de3140c769d |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb047b6248190b6c11ef20636f50f |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb1bd6e8481908701dcc7f61989f2 |
completed | May 9, 2026, 10:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb27b5840819090ae42bea2996072 |
completed | May 9, 2026, 10:17 p.m. |
Created at: April 10, 2026, 4:51 a.m.