Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005470

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005718

distance 0.225 · cross-district

#2 · Ahmednagarcell 4660001728

distance 0.241 · cross-district

#3 · Punecell 4900001054

distance 0.244 · cross-district

#4 · Sanglicell 4930007136

distance 0.249 · cross-district

#5 · Sanglicell 4930004250

distance 0.253 · cross-district

#6 · Punecell 4900000329

distance 0.254 · cross-district

#7 · Ahmednagarcell 4660002715

distance 0.263 · cross-district

#8 · Nashikcell 4870005270

distance 0.269 · cross-district

#9 · Sataracell 4940002990

distance 0.28 · cross-district

#10 · Sataracell 4940004988

distance 0.281 · cross-district

#11 · Ahmednagarcell 4660003995

distance 0.281 · cross-district

#12 · Solapurcell 4960007670

distance 0.283 · cross-district

#13 · Nashikcell 4870005715

distance 0.284 · cross-district

#14 · Sanglicell 4930006839

distance 0.286 · cross-district

#15 · Solapurcell 4960003978

distance 0.289 · cross-district

#16 · Sataracell 4940008675

distance 0.291 · cross-district

#17 · Sataracell 4940004405

distance 0.292 · cross-district

#18 · Punecell 4900005654

distance 0.292 · 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":4800005470}}}'

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.