Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004894

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004545

distance 0.225

#2 · Ahmednagarcell 4660003746

distance 0.233 · cross-district

#3 · Punecell 4900002660

distance 0.237 · cross-district

#4 · Kolhapurcell 4800004632

distance 0.282

#5 · Laturcell 4810004821

distance 0.284 · cross-district

#6 · Kolhapurcell 4800004055

distance 0.285

#7 · Laturcell 4810004416

distance 0.295 · cross-district

#8 · Ahmednagarcell 4660001340

distance 0.299 · cross-district

#9 · Kolhapurcell 4800003824

distance 0.301

#10 · Sanglicell 4930000021

distance 0.303 · cross-district

#11 · Ahmednagarcell 4660004240

distance 0.307 · cross-district

#12 · Kolhapurcell 4800003821

distance 0.307

#13 · Dharashivcell 4880003824

distance 0.313 · cross-district

#14 · Nandedcell 4850004592

distance 0.315 · cross-district

#15 · Laturcell 4810005174

distance 0.318 · cross-district

#16 · Punecell 4900005670

distance 0.318 · cross-district

#17 · Kolhapurcell 4800004725

distance 0.326

#18 · Nandedcell 4850004659

distance 0.331 · 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":4800004894}}}'

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.