Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004542

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003608

distance 0.17

#2 · Sanglicell 4930006185

distance 0.181 · cross-district

#3 · Kolhapurcell 4800003549

distance 0.184

#4 · Sanglicell 4930006238

distance 0.188 · cross-district

#5 · Sanglicell 4930004230

distance 0.189 · cross-district

#6 · Kolhapurcell 4800005954

distance 0.19

#7 · Sataracell 4940005120

distance 0.193 · cross-district

#8 · Sataracell 4940002221

distance 0.2 · cross-district

#9 · Sanglicell 4930005296

distance 0.204 · cross-district

#10 · Kolhapurcell 4800005393

distance 0.205

#11 · Sanglicell 4930000286

distance 0.207 · cross-district

#12 · Sanglicell 4930004232

distance 0.211 · cross-district

#13 · Punecell 4900001586

distance 0.211 · cross-district

#14 · Sanglicell 4930001514

distance 0.213 · cross-district

#15 · Punecell 4900000556

distance 0.213 · cross-district

#16 · Solapurcell 4960011458

distance 0.214 · cross-district

#17 · Sanglicell 4930000905

distance 0.217 · cross-district

#18 · Sanglicell 4930000797

distance 0.218 · 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":4800004542}}}'

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.