Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002682

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004558

distance 0.236 · cross-district

#2 · Dharashivcell 4880000012

distance 0.267 · cross-district

#3 · Ahmednagarcell 4660003808

distance 0.272 · cross-district

#4 · Ahmednagarcell 4660008385

distance 0.276 · cross-district

#5 · Beedcell 4700004407

distance 0.278 · cross-district

#6 · Punecell 4900001753

distance 0.279 · cross-district

#7 · Ahmednagarcell 4660000704

distance 0.283 · cross-district

#8 · Punecell 4900000421

distance 0.284 · cross-district

#9 · Ahmednagarcell 4660000296

distance 0.286 · cross-district

#10 · Solapurcell 4960000111

distance 0.289 · cross-district

#11 · Washimcell 4990002859

distance 0.294 · cross-district

#12 · Dharashivcell 4880006291

distance 0.295 · cross-district

#13 · Parbhanicell 4890002797

distance 0.295 · cross-district

#14 · Washimcell 4990003272

distance 0.296 · cross-district

#15 · Punecell 4900001100

distance 0.296 · cross-district

#16 · Punecell 4900004167

distance 0.297 · cross-district

#17 · Sanglicell 4930001568

distance 0.299 · cross-district

#18 · Ahmednagarcell 4660000380

distance 0.3 · 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":4800002682}}}'

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.