Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005300

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007067

distance 0.208 · cross-district

#2 · Sataracell 4940000472

distance 0.229 · cross-district

#3 · Sataracell 4940000172

distance 0.229 · cross-district

#4 · Sataracell 4940000757

distance 0.245 · cross-district

#5 · Sataracell 4940006955

distance 0.251 · cross-district

#6 · Sataracell 4940006845

distance 0.258 · cross-district

#7 · Sanglicell 4930005829

distance 0.262 · cross-district

#8 · Sanglicell 4930005986

distance 0.269 · cross-district

#9 · Jalnacell 4790006619

distance 0.27 · cross-district

#10 · Sataracell 4940007180

distance 0.272 · cross-district

#11 · Sataracell 4940004488

distance 0.272 · cross-district

#12 · Sanglicell 4930006282

distance 0.274 · cross-district

#13 · Sanglicell 4930004530

distance 0.277 · cross-district

#14 · Sataracell 4940001041

distance 0.278 · cross-district

#15 · Sataracell 4940004479

distance 0.28 · cross-district

#16 · Amravaticell 4680006654

distance 0.283 · cross-district

#17 · Kolhapurcell 4800002203

distance 0.283

#18 · Sataracell 4940000171

distance 0.287 · 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":4800005300}}}'

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.