Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001102

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001162

distance 0.282

#2 · Chandrapurcell 4730006670

distance 0.284 · cross-district

#3 · Kolhapurcell 4800006471

distance 0.311

#4 · Yavatmalcell 5000000945

distance 0.329 · cross-district

#5 · Buldhanacell 4720007703

distance 0.338 · cross-district

#6 · Yavatmalcell 5000005619

distance 0.34 · cross-district

#7 · Kolhapurcell 4800006470

distance 0.341

#8 · Gadchirolicell 4750004041

distance 0.346 · cross-district

#9 · Gadchirolicell 4750004560

distance 0.346 · cross-district

#10 · Chandrapurcell 4730006681

distance 0.347 · cross-district

#11 · Akolacell 4670000053

distance 0.35 · cross-district

#12 · Chandrapurcell 4730004913

distance 0.35 · cross-district

#13 · Gadchirolicell 4750003939

distance 0.352 · cross-district

#14 · Chandrapurcell 4730006566

distance 0.352 · cross-district

#15 · Sataracell 4940003722

distance 0.357 · cross-district

#16 · Wardhacell 4980005308

distance 0.359 · cross-district

#17 · Yavatmalcell 5000003479

distance 0.359 · cross-district

#18 · Chandrapurcell 4730006567

distance 0.359 · 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":4800001102}}}'

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.