Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005723

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.364

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010020

distance 0.364 · cross-district

#2 · Ahmednagarcell 4660014287

distance 0.379 · cross-district

#3 · Sanglicell 4930004198

distance 0.408 · cross-district

#4 · Punecell 4900000515

distance 0.414 · cross-district

#5 · Ahmednagarcell 4660000011

distance 0.425 · cross-district

#6 · Kolhapurcell 4800003662

distance 0.436

#7 · Sataracell 4940000086

distance 0.45 · cross-district

#8 · Ahmednagarcell 4660014526

distance 0.451 · cross-district

#9 · Ahmednagarcell 4660000187

distance 0.451 · cross-district

#10 · Kolhapurcell 4800004967

distance 0.453

#11 · Ahmednagarcell 4660009645

distance 0.457 · cross-district

#12 · Sataracell 4940007268

distance 0.458 · cross-district

#13 · Punecell 4900002664

distance 0.459 · cross-district

#14 · Chandrapurcell 4730002446

distance 0.46 · cross-district

#15 · Ahmednagarcell 4660012677

distance 0.465 · cross-district

#16 · Ahmednagarcell 4660004344

distance 0.465 · cross-district

#17 · Nashikcell 4870003857

distance 0.465 · cross-district

#18 · Kolhapurcell 4800005132

distance 0.467

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":4800005723}}}'

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.