Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002795

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950004048

distance 0.1 · cross-district

#2 · Sindhudurgcell 4950004259

distance 0.248 · cross-district

#3 · Sindhudurgcell 4950003936

distance 0.295 · cross-district

#4 · Sindhudurgcell 4950003895

distance 0.298 · cross-district

#5 · Sindhudurgcell 4950003578

distance 0.306 · cross-district

#6 · Sindhudurgcell 4950003435

distance 0.309 · cross-district

#7 · Sindhudurgcell 4950003483

distance 0.314 · cross-district

#8 · Sindhudurgcell 4950003629

distance 0.318 · cross-district

#9 · Sindhudurgcell 4950004119

distance 0.321 · cross-district

#10 · Sindhudurgcell 4950004298

distance 0.323 · cross-district

#11 · Sindhudurgcell 4950004148

distance 0.324 · cross-district

#12 · Kolhapurcell 4800003099

distance 0.324

#13 · Sindhudurgcell 4950003729

distance 0.326 · cross-district

#14 · Sindhudurgcell 4950003579

distance 0.329 · cross-district

#15 · Sindhudurgcell 4950003530

distance 0.33 · cross-district

#16 · Sindhudurgcell 4950003894

distance 0.335 · cross-district

#17 · Sindhudurgcell 4950003779

distance 0.335 · cross-district

#18 · Sindhudurgcell 4950003950

distance 0.336 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800002795}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.