Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004631

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780008856

distance 0.212 · cross-district

#2 · Jalgaoncell 4780008432

distance 0.216 · cross-district

#3 · Jalgaoncell 4780008540

distance 0.218 · cross-district

#4 · Jalgaoncell 4780008320

distance 0.218 · cross-district

#5 · Kolhapurcell 4800005790

distance 0.221

#6 · Jalgaoncell 4780008647

distance 0.222 · cross-district

#7 · Jalgaoncell 4780007356

distance 0.224 · cross-district

#8 · Jalgaoncell 4780008967

distance 0.225 · cross-district

#9 · Jalgaoncell 4780007357

distance 0.229 · cross-district

#10 · Kolhapurcell 4800004051

distance 0.232

#11 · Jalgaoncell 4780007367

distance 0.239 · cross-district

#12 · Jalgaoncell 4780008863

distance 0.239 · cross-district

#13 · Jalgaoncell 4780009070

distance 0.24 · cross-district

#14 · Jalgaoncell 4780008097

distance 0.24 · cross-district

#15 · Jalgaoncell 4780007614

distance 0.244 · cross-district

#16 · Jalgaoncell 4780007976

distance 0.245 · cross-district

#17 · Jalgaoncell 4780008649

distance 0.246 · cross-district

#18 · Jalgaoncell 4780007489

distance 0.247 · 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":4800004631}}}'

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.