Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000092

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.554

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870001067

distance 0.554 · cross-district

#2 · Nashikcell 4870000265

distance 0.556 · cross-district

#3 · Ratnagiricell 4920002215

distance 0.562 · cross-district

#4 · Nashikcell 4870000565

distance 0.563 · cross-district

#5 · Nashikcell 4870000111

distance 0.564 · cross-district

#6 · Sindhudurgcell 4950003536

distance 0.57 · cross-district

#7 · Ratnagiricell 4920000319

distance 0.575 · cross-district

#8 · Palgharcell 6650000031

distance 0.582 · cross-district

#9 · Kolhapurcell 4800000071

distance 0.582

#10 · Nashikcell 4870003217

distance 0.583 · cross-district

#11 · Palgharcell 6650000033

distance 0.587 · cross-district

#12 · Sataracell 4940006384

distance 0.591 · cross-district

#13 · Nashikcell 4870000439

distance 0.593 · cross-district

#14 · Palgharcell 6650000412

distance 0.594 · cross-district

#15 · Sindhudurgcell 4950002514

distance 0.594 · cross-district

#16 · Sataracell 4940004571

distance 0.595 · cross-district

#17 · Sataracell 4940007618

distance 0.596 · cross-district

#18 · Sindhudurgcell 4950002223

distance 0.597 · 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":4800000092}}}'

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.