Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002326

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

0.494

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001251

distance 0.494 · cross-district

#2 · Chandrapurcell 4730005014

distance 0.508 · cross-district

#3 · Nagpurcell 4840000390

distance 0.512 · cross-district

#4 · Sataracell 4940002922

distance 0.531 · cross-district

#5 · Kolhapurcell 4800002279

distance 0.538

#6 · Kolhapurcell 4800001232

distance 0.541

#7 · Sataracell 4940003489

distance 0.542 · cross-district

#8 · Sataracell 4940003033

distance 0.545 · cross-district

#9 · Washimcell 4990002521

distance 0.551 · cross-district

#10 · Laturcell 4810000664

distance 0.556 · cross-district

#11 · Gadchirolicell 4750004144

distance 0.566 · cross-district

#12 · Washimcell 4990000960

distance 0.572 · cross-district

#13 · Yavatmalcell 5000007188

distance 0.574 · cross-district

#14 · Parbhanicell 4890001399

distance 0.575 · cross-district

#15 · Yavatmalcell 5000008223

distance 0.576 · cross-district

#16 · Beedcell 4700000140

distance 0.579 · cross-district

#17 · Washimcell 4990002749

distance 0.58 · cross-district

#18 · Washimcell 4990002982

distance 0.582 · 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":4800002326}}}'

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.