Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004717

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002676

distance 0.221 · cross-district

#2 · Punecell 4900002499

distance 0.227 · cross-district

#3 · Punecell 4900001882

distance 0.229 · cross-district

#4 · Punecell 4900000475

distance 0.234 · cross-district

#5 · Punecell 4900002195

distance 0.235 · cross-district

#6 · Punecell 4900001600

distance 0.236 · cross-district

#7 · Punecell 4900003892

distance 0.239 · cross-district

#8 · Sanglicell 4930006183

distance 0.24 · cross-district

#9 · Solapurcell 4960011074

distance 0.241 · cross-district

#10 · Sanglicell 4930003707

distance 0.242 · cross-district

#11 · Kolhapurcell 4800003894

distance 0.242

#12 · Ahmednagarcell 4660014021

distance 0.243 · cross-district

#13 · Ahmednagarcell 4660002456

distance 0.243 · cross-district

#14 · Punecell 4900004034

distance 0.244 · cross-district

#15 · Sanglicell 4930004232

distance 0.244 · cross-district

#16 · Sanglicell 4930004193

distance 0.245 · cross-district

#17 · Sanglicell 4930000392

distance 0.248 · cross-district

#18 · Punecell 4900001065

distance 0.248 · 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":4800004717}}}'

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.