Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005785

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000899

distance 0.201 · cross-district

#2 · Kolhapurcell 4800005386

distance 0.205

#3 · Sataracell 4940000433

distance 0.208 · cross-district

#4 · Kolhapurcell 4800005466

distance 0.211

#5 · Sataracell 4940000271

distance 0.212 · cross-district

#6 · Sanglicell 4930003009

distance 0.216 · cross-district

#7 · Kolhapurcell 4800005783

distance 0.227

#8 · Ahmednagarcell 4660013029

distance 0.227 · cross-district

#9 · Sanglicell 4930002335

distance 0.227 · cross-district

#10 · Kolhapurcell 4800005633

distance 0.231

#11 · Sanglicell 4930004344

distance 0.231 · cross-district

#12 · Sanglicell 4930001999

distance 0.235 · cross-district

#13 · Sanglicell 4930000597

distance 0.236 · cross-district

#14 · Sanglicell 4930001666

distance 0.238 · cross-district

#15 · Ahmednagarcell 4660014254

distance 0.24 · cross-district

#16 · Sanglicell 4930002505

distance 0.242 · cross-district

#17 · Ahmednagarcell 4660013030

distance 0.245 · cross-district

#18 · Sanglicell 4930004034

distance 0.246 · 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":4800005785}}}'

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.