Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005035

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

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006289

distance 0.308 · cross-district

#2 · Beedcell 4700002902

distance 0.321 · cross-district

#3 · Dharashivcell 4880002585

distance 0.324 · cross-district

#4 · Sanglicell 4930005206

distance 0.332 · cross-district

#5 · Sanglicell 4930000954

distance 0.333 · cross-district

#6 · Sanglicell 4930004270

distance 0.341 · cross-district

#7 · Sanglicell 4930006427

distance 0.343 · cross-district

#8 · Ahmednagarcell 4660007258

distance 0.354 · cross-district

#9 · Kolhapurcell 4800005296

distance 0.356

#10 · Sanglicell 4930004097

distance 0.36 · cross-district

#11 · Solapurcell 4960000049

distance 0.36 · cross-district

#12 · Solapurcell 4960000068

distance 0.362 · cross-district

#13 · Beedcell 4700003739

distance 0.366 · cross-district

#14 · Sanglicell 4930004563

distance 0.367 · cross-district

#15 · Sanglicell 4930005679

distance 0.373 · cross-district

#16 · Sanglicell 4930006061

distance 0.374 · cross-district

#17 · Sataracell 4940000637

distance 0.376 · cross-district

#18 · Kolhapurcell 4800005294

distance 0.376

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":4800005035}}}'

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.