Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000963

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005778

distance 0.31 · cross-district

#2 · Ahmednagarcell 4660013997

distance 0.352 · cross-district

#3 · Washimcell 4990002290

distance 0.357 · cross-district

#4 · Nashikcell 4870003628

distance 0.359 · cross-district

#5 · Solapurcell 4960000180

distance 0.359 · cross-district

#6 · Kolhapurcell 4800000693

distance 0.366

#7 · Nashikcell 4870004504

distance 0.374 · cross-district

#8 · Dharashivcell 4880006202

distance 0.376 · cross-district

#9 · Nashikcell 4870000724

distance 0.376 · cross-district

#10 · Nashikcell 4870002236

distance 0.377 · cross-district

#11 · Beedcell 4700000562

distance 0.378 · cross-district

#12 · Ahmednagarcell 4660003773

distance 0.381 · cross-district

#13 · Punecell 4900000838

distance 0.383 · cross-district

#14 · Punecell 4900006297

distance 0.385 · cross-district

#15 · Solapurcell 4960000812

distance 0.386 · cross-district

#16 · Nashikcell 4870008891

distance 0.389 · cross-district

#17 · Jalnacell 4790003694

distance 0.389 · cross-district

#18 · Kolhapurcell 4800002628

distance 0.391

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":4800000963}}}'

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.