Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006447

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005045

distance 0.12 · cross-district

#2 · Sataracell 4940000439

distance 0.17 · cross-district

#3 · Sataracell 4940000385

distance 0.176 · cross-district

#4 · Kolhapurcell 4800006480

distance 0.202

#5 · Sataracell 4940000334

distance 0.208 · cross-district

#6 · Kolhapurcell 4800006489

distance 0.22

#7 · Sataracell 4940002813

distance 0.246 · cross-district

#8 · Sataracell 4940002354

distance 0.25 · cross-district

#9 · Sataracell 4940000337

distance 0.266 · cross-district

#10 · Sataracell 4940000386

distance 0.268 · cross-district

#11 · Nashikcell 4870001798

distance 0.271 · cross-district

#12 · Sataracell 4940003143

distance 0.277 · cross-district

#13 · Ratnagiricell 4920003080

distance 0.282 · cross-district

#14 · Sataracell 4940001463

distance 0.296 · cross-district

#15 · Sataracell 4940003487

distance 0.298 · cross-district

#16 · Sataracell 4940001821

distance 0.3 · cross-district

#17 · Sataracell 4940002920

distance 0.307 · cross-district

#18 · Sataracell 4940002028

distance 0.309 · 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":4800006447}}}'

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.