Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003057

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001106

distance 0.314 · cross-district

#2 · Solapurcell 4960006641

distance 0.32 · cross-district

#3 · Ahmednagarcell 4660011668

distance 0.324 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003664

distance 0.325 · cross-district

#5 · Punecell 4900000715

distance 0.335 · cross-district

#6 · Solapurcell 4960007470

distance 0.336 · cross-district

#7 · Punecell 4900001878

distance 0.336 · cross-district

#8 · Kolhapurcell 4800005896

distance 0.339

#9 · Sataracell 4940000880

distance 0.34 · cross-district

#10 · Kolhapurcell 4800005767

distance 0.344

#11 · Solapurcell 4960008674

distance 0.344 · cross-district

#12 · Kolhapurcell 4800001952

distance 0.346

#13 · Ahmednagarcell 4660011839

distance 0.347 · cross-district

#14 · Punecell 4900001485

distance 0.349 · cross-district

#15 · Punecell 4900000468

distance 0.355 · cross-district

#16 · Kolhapurcell 4800002822

distance 0.357

#17 · Kolhapurcell 4800005832

distance 0.357

#18 · Solapurcell 4960005395

distance 0.361 · 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":4800003057}}}'

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.