Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001050

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000650

distance 0.223

#2 · Kolhapurcell 4800000765

distance 0.27

#3 · Sataracell 4940005715

distance 0.293 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004616

distance 0.295 · cross-district

#5 · Kolhapurcell 4800000408

distance 0.298

#6 · Kolhapurcell 4800000960

distance 0.301

#7 · Kolhapurcell 4800000686

distance 0.302

#8 · Kolhapurcell 4800000892

distance 0.304

#9 · Sataracell 4940000758

distance 0.307 · cross-district

#10 · Nashikcell 4870008591

distance 0.307 · cross-district

#11 · Sataracell 4940000981

distance 0.307 · cross-district

#12 · Sataracell 4940001486

distance 0.308 · cross-district

#13 · Ratnagiricell 4920004159

distance 0.311 · cross-district

#14 · Kolhapurcell 4800001094

distance 0.311

#15 · Kolhapurcell 4800003320

distance 0.312

#16 · Kolhapurcell 4800001012

distance 0.313

#17 · Kolhapurcell 4800001211

distance 0.315

#18 · Sataracell 4940000756

distance 0.316 · 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":4800001050}}}'

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.