Triple
T20253921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Betty Heslop |
E498632
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Heslop
Heslop is an English-language surname borne by various notable individuals across fields such as sports, politics, and the arts.
|
E1420789
|
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: Heslop | Statement: [Betty Heslop, familyName, Heslop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heslop Context triple: [Betty Heslop, familyName, Heslop]
-
A.
Heseltine
Heseltine is a surname most prominently associated with Michael Heseltine, a senior British Conservative politician and former Deputy Prime Minister.
-
B.
Hesel
Hesel is a small municipality in the district of Leer in Lower Saxony, northwestern Germany.
-
C.
Poulson
Poulson is the codename for a later-generation Intel Itanium processor microarchitecture designed to improve performance and efficiency in enterprise and mission-critical servers.
-
D.
Hindmarch
Hindmarch is an English surname most notably associated with British fashion designer Anya Hindmarch.
-
E.
Malpas
Malpas is a historic rural village and civil parish in the south of Cheshire, England, known for its medieval church and traditional market-town character.
- 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: Heslop Triple: [Betty Heslop, familyName, Heslop]
Generated description
Heslop is an English-language surname borne by various notable individuals across fields such as sports, politics, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heslop Target entity description: Heslop is an English-language surname borne by various notable individuals across fields such as sports, politics, and the arts.
-
A.
Heseltine
Heseltine is a surname most prominently associated with Michael Heseltine, a senior British Conservative politician and former Deputy Prime Minister.
-
B.
Hesel
Hesel is a small municipality in the district of Leer in Lower Saxony, northwestern Germany.
-
C.
Poulson
Poulson is the codename for a later-generation Intel Itanium processor microarchitecture designed to improve performance and efficiency in enterprise and mission-critical servers.
-
D.
Hindmarch
Hindmarch is an English surname most notably associated with British fashion designer Anya Hindmarch.
-
E.
Malpas
Malpas is a historic rural village and civil parish in the south of Cheshire, England, known for its medieval church and traditional market-town character.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673aa42348190852ae8313f4494ca |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0855282a0c8190b6f246521dfbda51 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855c6bab08190831cc78647de84fc |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0856da3e748190866c328a6c61b3d8 |
completed | May 16, 2026, 11:36 a.m. |
Created at: April 11, 2026, 11:41 p.m.