Triple
T3785420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Hertfordshire district |
E85518
|
entity |
| Predicate | hasVillage |
P4011
|
FINISHED |
| Object |
Barkway
Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
|
E387887
|
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: Barkway | Statement: [North Hertfordshire district, hasVillage, Barkway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barkway Context triple: [North Hertfordshire district, hasVillage, Barkway]
-
A.
Barkot
Barkot is a small town in Uttarkashi district of Uttarakhand, India, that serves as an important stopover and base for pilgrims traveling to the Yamunotri temple in the Garhwal Himalayas.
-
B.
Barkarby
Barkarby is a suburban district in the Stockholm urban area of Sweden, known for its residential neighborhoods, retail outlets, and the former Barkarby Airport site.
-
C.
Reddaway
Reddaway is a regional less-than-truckload (LTL) freight carrier in the Western United States known for providing next-day and two-day shipping services.
-
D.
Stoneyburn
Stoneyburn is a small village in West Lothian, Scotland, known historically for its coal mining roots and close-knit community.
-
E.
Tackley
Tackley is a rural village in Oxfordshire, England, known for its traditional English countryside setting and historic 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: Barkway Triple: [North Hertfordshire district, hasVillage, Barkway]
Generated description
Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barkway Target entity description: Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
-
A.
Barkot
Barkot is a small town in Uttarkashi district of Uttarakhand, India, that serves as an important stopover and base for pilgrims traveling to the Yamunotri temple in the Garhwal Himalayas.
-
B.
Barkarby
Barkarby is a suburban district in the Stockholm urban area of Sweden, known for its residential neighborhoods, retail outlets, and the former Barkarby Airport site.
-
C.
Reddaway
Reddaway is a regional less-than-truckload (LTL) freight carrier in the Western United States known for providing next-day and two-day shipping services.
-
D.
Stoneyburn
Stoneyburn is a small village in West Lothian, Scotland, known historically for its coal mining roots and close-knit community.
-
E.
Tackley
Tackley is a rural village in Oxfordshire, England, known for its traditional English countryside setting and historic 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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee3dd80f08190a1704521a764e22c |
completed | March 9, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f04a35448190a57f431ef703b1e1 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f159d7e88190a76d51378ba141d3 |
completed | March 14, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f220f9388190b2c3615f713f01f2 |
completed | March 14, 2026, 5:29 a.m. |
Created at: March 9, 2026, 3:13 p.m.