Triple
T3735310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelmsford, Massachusetts |
E79167
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Chelmsford, Essex, England
Chelmsford, Essex, England is a historic city in the East of England that serves as the county town of Essex and a major commercial and administrative center in the region.
|
E383304
|
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: Chelmsford, Essex, England | Statement: [Chelmsford, Massachusetts, namedAfter, Chelmsford, Essex, England]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelmsford, Essex, England Context triple: [Chelmsford, Massachusetts, namedAfter, Chelmsford, Essex, England]
-
A.
Witham, Essex, England
Witham is a historic market town in the county of Essex in southeastern England.
-
B.
Dedham, Essex, England
Dedham, Essex, England is a historic village in eastern England, renowned for its picturesque countryside in the Dedham Vale Area of Outstanding Natural Beauty and its association with the painter John Constable.
-
C.
Upton, Essex, England
Upton, Essex, England is a historic district in East London, notable as the birthplace of pioneering surgeon and antiseptic surgery founder Joseph Lister.
-
D.
Walthamstow, Essex, England
Walthamstow, Essex, England is a historic suburban district in northeast London, known for its Victorian heritage and as the birthplace of designer and social reformer William Morris.
-
E.
Haverhill, Suffolk, England
Haverhill, Suffolk, England is a market town in the county of Suffolk known for its rapid post-war expansion and proximity to the borders of Essex and Cambridgeshire.
- 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: Chelmsford, Essex, England Triple: [Chelmsford, Massachusetts, namedAfter, Chelmsford, Essex, England]
Generated description
Chelmsford, Essex, England is a historic city in the East of England that serves as the county town of Essex and a major commercial and administrative center in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelmsford, Essex, England Target entity description: Chelmsford, Essex, England is a historic city in the East of England that serves as the county town of Essex and a major commercial and administrative center in the region.
-
A.
Witham, Essex, England
Witham is a historic market town in the county of Essex in southeastern England.
-
B.
Dedham, Essex, England
Dedham, Essex, England is a historic village in eastern England, renowned for its picturesque countryside in the Dedham Vale Area of Outstanding Natural Beauty and its association with the painter John Constable.
-
C.
Upton, Essex, England
Upton, Essex, England is a historic district in East London, notable as the birthplace of pioneering surgeon and antiseptic surgery founder Joseph Lister.
-
D.
Walthamstow, Essex, England
Walthamstow, Essex, England is a historic suburban district in northeast London, known for its Victorian heritage and as the birthplace of designer and social reformer William Morris.
-
E.
Haverhill, Suffolk, England
Haverhill, Suffolk, England is a market town in the county of Suffolk known for its rapid post-war expansion and proximity to the borders of Essex and Cambridgeshire.
- 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_69ad8b0e4650819090ad7cef094285e8 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb3b399c819091b42209925c0d8f |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db1be1388190a887d9eca0f4f9b3 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4db81fd648190a9dd6f0ade21f14d |
completed | March 14, 2026, 3:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dc1f3cc48190b1b53bc88a0c3577 |
completed | March 14, 2026, 3:55 a.m. |
Created at: March 8, 2026, 3:34 p.m.