Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004476

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005984

distance 0.335

#2 · Kolhapurcell 4800003156

distance 0.377

#3 · Kolhapurcell 4800002597

distance 0.378

#4 · Kolhapurcell 4800002599

distance 0.378

#5 · Kolhapurcell 4800002598

distance 0.399

#6 · Nandurbarcell 4860000261

distance 0.406 · cross-district

#7 · Sanglicell 4930001818

distance 0.419 · cross-district

#8 · Kolhapurcell 4800002551

distance 0.427

#9 · Ratnagiricell 4920003480

distance 0.427 · cross-district

#10 · Kolhapurcell 4800000087

distance 0.428

#11 · Nandedcell 4850006553

distance 0.43 · cross-district

#12 · Kolhapurcell 4800000112

distance 0.431

#13 · Gadchirolicell 4750000108

distance 0.446 · cross-district

#14 · Kolhapurcell 4800003113

distance 0.448

#15 · Solapurcell 4960006098

distance 0.449 · cross-district

#16 · Sanglicell 4930001984

distance 0.45 · cross-district

#17 · Raigadcell 4910003115

distance 0.45 · cross-district

#18 · Palgharcell 6650000411

distance 0.453 · 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":4800004476}}}'

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.