Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002987

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870008604

distance 0.256 · cross-district

#2 · Kolhapurcell 4800003234

distance 0.343

#3 · Nashikcell 4870011965

distance 0.356 · cross-district

#4 · Nashikcell 4870000387

distance 0.36 · cross-district

#5 · Nashikcell 4870010366

distance 0.365 · cross-district

#6 · Ratnagiricell 4920003144

distance 0.371 · cross-district

#7 · Nashikcell 4870008748

distance 0.371 · cross-district

#8 · Nashikcell 4870000635

distance 0.373 · cross-district

#9 · Kolhapurcell 4800005515

distance 0.373

#10 · Nashikcell 4870011016

distance 0.374 · cross-district

#11 · Nashikcell 4870009980

distance 0.374 · cross-district

#12 · Ratnagiricell 4920003193

distance 0.378 · cross-district

#13 · Nashikcell 4870009321

distance 0.378 · cross-district

#14 · Nashikcell 4870010252

distance 0.381 · cross-district

#15 · Ratnagiricell 4920002470

distance 0.383 · cross-district

#16 · Nashikcell 4870000562

distance 0.384 · cross-district

#17 · Nashikcell 4870010498

distance 0.385 · cross-district

#18 · Nashikcell 4870000384

distance 0.385 · 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":4800002987}}}'

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.