Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005064

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920001333

distance 0.148 · cross-district

#2 · Ratnagiricell 4920001196

distance 0.149 · cross-district

#3 · Ratnagiricell 4920000753

distance 0.158 · cross-district

#4 · Ratnagiricell 4920001418

distance 0.16 · cross-district

#5 · Ratnagiricell 4920001290

distance 0.163 · cross-district

#6 · Ratnagiricell 4920000806

distance 0.168 · cross-district

#7 · Ratnagiricell 4920000600

distance 0.174 · cross-district

#8 · Ratnagiricell 4920000964

distance 0.174 · cross-district

#9 · Ratnagiricell 4920001332

distance 0.177 · cross-district

#10 · Ratnagiricell 4920001203

distance 0.186 · cross-district

#11 · Ratnagiricell 4920001245

distance 0.188 · cross-district

#12 · Sindhudurgcell 4950004318

distance 0.19 · cross-district

#13 · Kolhapurcell 4800005579

distance 0.196

#14 · Kolhapurcell 4800005411

distance 0.198

#15 · Ratnagiricell 4920000649

distance 0.198 · cross-district

#16 · Sindhudurgcell 4950004316

distance 0.2 · cross-district

#17 · Ratnagiricell 4920001008

distance 0.206 · cross-district

#18 · Ratnagiricell 4920001010

distance 0.207 · 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":4800005064}}}'

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.