Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006482

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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740003679

distance 0.347 · cross-district

#2 · Nandurbarcell 4860004975

distance 0.373 · cross-district

#3 · Raigadcell 4910001286

distance 0.413 · cross-district

#4 · Thanecell 4970000045

distance 0.417 · cross-district

#5 · Nagpurcell 4840001484

distance 0.435 · cross-district

#6 · Nashikcell 4870001231

distance 0.439 · cross-district

#7 · Chandrapurcell 4730005205

distance 0.457 · cross-district

#8 · Nagpurcell 4840007960

distance 0.46 · cross-district

#9 · Jalnacell 4790001573

distance 0.475 · cross-district

#10 · Chandrapurcell 4730005207

distance 0.475 · cross-district

#11 · Gadchirolicell 4750000336

distance 0.477 · cross-district

#12 · Nagpurcell 4840000297

distance 0.485 · cross-district

#13 · Beedcell 4700004920

distance 0.49 · cross-district

#14 · Gadchirolicell 4750000381

distance 0.495 · cross-district

#15 · Jalnacell 4790001650

distance 0.496 · cross-district

#16 · Nagpurcell 4840006934

distance 0.497 · cross-district

#17 · Kolhapurcell 4800002323

distance 0.499

#18 · Chandrapurcell 4730007639

distance 0.502 · 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":4800006482}}}'

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.