Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000973

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

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000872

distance 0.287 · cross-district

#2 · Sataracell 4940006681

distance 0.336 · cross-district

#3 · Sataracell 4940004335

distance 0.344 · cross-district

#4 · Kolhapurcell 4800000761

distance 0.349

#5 · Sataracell 4940006373

distance 0.356 · cross-district

#6 · Sataracell 4940001106

distance 0.363 · cross-district

#7 · Kolhapurcell 4800000510

distance 0.366

#8 · Sataracell 4940006590

distance 0.369 · cross-district

#9 · Amravaticell 4680006737

distance 0.37 · cross-district

#10 · Sataracell 4940000142

distance 0.377 · cross-district

#11 · Sataracell 4940001163

distance 0.381 · cross-district

#12 · Ratnagiricell 4920006973

distance 0.385 · cross-district

#13 · Kolhapurcell 4800003052

distance 0.385

#14 · Kolhapurcell 4800003713

distance 0.385

#15 · Nashikcell 4870007602

distance 0.387 · cross-district

#16 · Kolhapurcell 4800006103

distance 0.388

#17 · Sataracell 4940000141

distance 0.388 · cross-district

#18 · Ratnagiricell 4920004726

distance 0.394 · 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":4800000973}}}'

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.