Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001094

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000770

distance 0.21

#2 · Kolhapurcell 4800001013

distance 0.235

#3 · Kolhapurcell 4800000769

distance 0.239

#4 · Kolhapurcell 4800001051

distance 0.251

#5 · Kolhapurcell 4800001207

distance 0.258

#6 · Sataracell 4940000923

distance 0.27 · cross-district

#7 · Kolhapurcell 4800000875

distance 0.277

#8 · Kolhapurcell 4800001081

distance 0.284

#9 · Kolhapurcell 4800001047

distance 0.286

#10 · Kolhapurcell 4800000500

distance 0.286

#11 · Kolhapurcell 4800000686

distance 0.294

#12 · Kolhapurcell 4800000808

distance 0.295

#13 · Kolhapurcell 4800000891

distance 0.296

#14 · Kolhapurcell 4800000752

distance 0.298

#15 · Kolhapurcell 4800001009

distance 0.299

#16 · Kolhapurcell 4800001150

distance 0.3

#17 · Parbhanicell 4890002418

distance 0.3 · cross-district

#18 · Kolhapurcell 4800001135

distance 0.301

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":4800001094}}}'

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.