Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005307

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000897

distance 0.232 · cross-district

#2 · Jalgaoncell 4780009669

distance 0.234 · cross-district

#3 · Sataracell 4940001250

distance 0.234 · cross-district

#4 · Jalgaoncell 4780009059

distance 0.237 · cross-district

#5 · Sataracell 4940001015

distance 0.239 · cross-district

#6 · Sataracell 4940005614

distance 0.246 · cross-district

#7 · Sataracell 4940004855

distance 0.247 · cross-district

#8 · Sataracell 4940000896

distance 0.25 · cross-district

#9 · Sataracell 4940006071

distance 0.251 · cross-district

#10 · Jalgaoncell 4780010120

distance 0.252 · cross-district

#11 · Sataracell 4940006393

distance 0.254 · cross-district

#12 · Buldhanacell 4720004993

distance 0.254 · cross-district

#13 · Ahmednagarcell 4660007204

distance 0.254 · cross-district

#14 · Sataracell 4940006956

distance 0.254 · cross-district

#15 · Buldhanacell 4720004691

distance 0.256 · cross-district

#16 · Ahmednagarcell 4660010358

distance 0.258 · cross-district

#17 · Sataracell 4940006180

distance 0.259 · cross-district

#18 · Buldhanacell 4720004991

distance 0.259 · 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":4800005307}}}'

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.