Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000067

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000027

distance 0.095

#2 · Kolhapurcell 4800000068

distance 0.355

#3 · Kolhapurcell 4800000026

distance 0.356

#4 · Kolhapurcell 4800000086

distance 0.384

#5 · Raigadcell 4910003520

distance 0.405 · cross-district

#6 · Kolhapurcell 4800000112

distance 0.436

#7 · Raigadcell 4910002752

distance 0.441 · cross-district

#8 · Kolhapurcell 4800000046

distance 0.454

#9 · Kolhapurcell 4800000045

distance 0.458

#10 · Kolhapurcell 4800000087

distance 0.469

#11 · Sindhudurgcell 4950000338

distance 0.471 · cross-district

#12 · Raigadcell 4910002699

distance 0.473 · cross-district

#13 · Kolhapurcell 4800000199

distance 0.475

#14 · Sindhudurgcell 4950000706

distance 0.478 · cross-district

#15 · Punecell 4900006541

distance 0.48 · cross-district

#16 · Sindhudurgcell 4950000241

distance 0.481 · cross-district

#17 · Kolhapurcell 4800000018

distance 0.482

#18 · Kolhapurcell 4800000088

distance 0.483

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":4800000067}}}'

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.