Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004441

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004528

distance 0.257

#2 · Sanglicell 4930000341

distance 0.269 · cross-district

#3 · Ahmednagarcell 4660012146

distance 0.306 · cross-district

#4 · Solapurcell 4960004909

distance 0.331 · cross-district

#5 · Kolhapurcell 4800004358

distance 0.352

#6 · Nashikcell 4870010844

distance 0.36 · cross-district

#7 · Sataracell 4940008012

distance 0.368 · cross-district

#8 · Akolacell 4670001999

distance 0.388 · cross-district

#9 · Jalgaoncell 4780005609

distance 0.391 · cross-district

#10 · Laturcell 4810003267

distance 0.395 · cross-district

#11 · Yavatmalcell 5000009880

distance 0.398 · cross-district

#12 · Amravaticell 4680002380

distance 0.404 · cross-district

#13 · Laturcell 4810003060

distance 0.421 · cross-district

#14 · Akolacell 4670002153

distance 0.424 · cross-district

#15 · Jalgaoncell 4780005747

distance 0.426 · cross-district

#16 · Solapurcell 4960011181

distance 0.432 · cross-district

#17 · Jalgaoncell 4780005749

distance 0.435 · cross-district

#18 · Parbhanicell 4890002847

distance 0.441 · 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":4800004441}}}'

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.