Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000955

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008392

distance 0.254 · cross-district

#2 · Solapurcell 4960011659

distance 0.262 · cross-district

#3 · Washimcell 4990000681

distance 0.283 · cross-district

#4 · Solapurcell 4960011367

distance 0.292 · cross-district

#5 · Solapurcell 4960012288

distance 0.294 · cross-district

#6 · Yavatmalcell 5000001575

distance 0.295 · cross-district

#7 · Punecell 4900002942

distance 0.295 · cross-district

#8 · Ahmednagarcell 4660003307

distance 0.297 · cross-district

#9 · Yavatmalcell 5000001808

distance 0.297 · cross-district

#10 · Yavatmalcell 5000001879

distance 0.3 · cross-district

#11 · Nandedcell 4850004290

distance 0.311 · cross-district

#12 · Yavatmalcell 5000001619

distance 0.311 · cross-district

#13 · Dharashivcell 4880000968

distance 0.311 · cross-district

#14 · Ahmednagarcell 4660007326

distance 0.313 · cross-district

#15 · Sataracell 4940008190

distance 0.314 · cross-district

#16 · Solapurcell 4960010180

distance 0.317 · cross-district

#17 · Buldhanacell 4720000611

distance 0.317 · cross-district

#18 · Washimcell 4990001322

distance 0.318 · 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":4800000955}}}'

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.