Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001852

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002023

distance 0.083

#2 · Kolhapurcell 4800001677

distance 0.16

#3 · Kolhapurcell 4800001734

distance 0.206

#4 · Kolhapurcell 4800001624

distance 0.22

#5 · Solapurcell 4960007842

distance 0.232 · cross-district

#6 · Ahmednagarcell 4660001945

distance 0.234 · cross-district

#7 · Kolhapurcell 4800001967

distance 0.235

#8 · Sanglicell 4930005304

distance 0.243 · cross-district

#9 · Sanglicell 4930004066

distance 0.247 · cross-district

#10 · Ahmednagarcell 4660001853

distance 0.253 · cross-district

#11 · Sanglicell 4930006251

distance 0.253 · cross-district

#12 · Ahmednagarcell 4660001522

distance 0.254 · cross-district

#13 · Punecell 4900008534

distance 0.256 · cross-district

#14 · Ahmednagarcell 4660002344

distance 0.256 · cross-district

#15 · Sanglicell 4930006386

distance 0.256 · cross-district

#16 · Solapurcell 4960007857

distance 0.26 · cross-district

#17 · Ahmednagarcell 4660002546

distance 0.26 · cross-district

#18 · Amravaticell 4680006722

distance 0.262 · 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":4800001852}}}'

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.