Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000284

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000286

distance 0.333

#2 · Kolhapurcell 4800000287

distance 0.336

#3 · Ahmednagarcell 4660011932

distance 0.338 · cross-district

#4 · Kolhapurcell 4800000282

distance 0.35

#5 · Ahmednagarcell 4660010145

distance 0.358 · cross-district

#6 · Ahmednagarcell 4660011935

distance 0.358 · cross-district

#7 · Ahmednagarcell 4660011776

distance 0.376 · cross-district

#8 · Ratnagiricell 4920004033

distance 0.392 · cross-district

#9 · Ahmednagarcell 4660010312

distance 0.398 · cross-district

#10 · Kolhapurcell 4800001076

distance 0.404

#11 · Kolhapurcell 4800000315

distance 0.405

#12 · Kolhapurcell 4800000313

distance 0.407

#13 · Kolhapurcell 4800000285

distance 0.416

#14 · Kolhapurcell 4800000346

distance 0.416

#15 · Ahmednagarcell 4660009986

distance 0.418 · cross-district

#16 · Solapurcell 4960012167

distance 0.422 · cross-district

#17 · Sataracell 4940006761

distance 0.425 · cross-district

#18 · Kolhapurcell 4800000342

distance 0.426

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":4800000284}}}'

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.