Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000761

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000510

distance 0.267

#2 · Sataracell 4940000535

distance 0.348 · cross-district

#3 · Kolhapurcell 4800000973

distance 0.349

#4 · Sataracell 4940000872

distance 0.364 · cross-district

#5 · Sataracell 4940000142

distance 0.37 · cross-district

#6 · Ahmednagarcell 4660011943

distance 0.373 · cross-district

#7 · Ahmednagarcell 4660003124

distance 0.375 · cross-district

#8 · Kolhapurcell 4800003057

distance 0.377

#9 · Nashikcell 4870000277

distance 0.378 · cross-district

#10 · Amravaticell 4680006737

distance 0.387 · cross-district

#11 · Kolhapurcell 4800001093

distance 0.387

#12 · Sataracell 4940005930

distance 0.388 · cross-district

#13 · Sataracell 4940006681

distance 0.39 · cross-district

#14 · Punecell 4900000814

distance 0.397 · cross-district

#15 · Sataracell 4940007030

distance 0.398 · cross-district

#16 · Nashikcell 4870005403

distance 0.401 · cross-district

#17 · Ahmednagarcell 4660009608

distance 0.404 · cross-district

#18 · Nashikcell 4870001264

distance 0.407 · 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":4800000761}}}'

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.