Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002598

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002599

distance 0.318

#2 · Thanecell 4970002991

distance 0.319 · cross-district

#3 · Kolhapurcell 4800002550

distance 0.321

#4 · Thanecell 4970003129

distance 0.331 · cross-district

#5 · Thanecell 4970003039

distance 0.341 · cross-district

#6 · Thanecell 4970003040

distance 0.349 · cross-district

#7 · Thanecell 4970003084

distance 0.352 · cross-district

#8 · Kolhapurcell 4800002313

distance 0.354

#9 · Thanecell 4970003219

distance 0.359 · cross-district

#10 · Kolhapurcell 4800002548

distance 0.365

#11 · Thanecell 4970003174

distance 0.379 · cross-district

#12 · Thanecell 4970003041

distance 0.383 · cross-district

#13 · Kolhapurcell 4800002597

distance 0.384

#14 · Thanecell 4970003042

distance 0.385 · cross-district

#15 · Kolhapurcell 4800002551

distance 0.39

#16 · Kolhapurcell 4800006276

distance 0.396

#17 · Kolhapurcell 4800004476

distance 0.399

#18 · Thanecell 4970003037

distance 0.402 · 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":4800002598}}}'

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.