Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004214

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000146

distance 0.202 · cross-district

#2 · Sanglicell 4930000085

distance 0.206 · cross-district

#3 · Laturcell 4810002592

distance 0.21 · cross-district

#4 · Sanglicell 4930001045

distance 0.215 · cross-district

#5 · Sanglicell 4930001039

distance 0.225 · cross-district

#6 · Sanglicell 4930000932

distance 0.229 · cross-district

#7 · Kolhapurcell 4800004806

distance 0.242

#8 · Laturcell 4810002025

distance 0.242 · cross-district

#9 · Sanglicell 4930000519

distance 0.243 · cross-district

#10 · Sanglicell 4930000523

distance 0.245 · cross-district

#11 · Beedcell 4700007435

distance 0.245 · cross-district

#12 · Sanglicell 4930003401

distance 0.246 · cross-district

#13 · Ahmednagarcell 4660000203

distance 0.246 · cross-district

#14 · Sanglicell 4930000086

distance 0.246 · cross-district

#15 · Kolhapurcell 4800004374

distance 0.247

#16 · Sanglicell 4930001157

distance 0.247 · cross-district

#17 · Dharashivcell 4880000244

distance 0.247 · cross-district

#18 · Nandedcell 4850001905

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":4800004214}}}'

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.