Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000287

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

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000286

distance 0.25

#2 · Kolhapurcell 4800000275

distance 0.319

#3 · Kolhapurcell 4800000282

distance 0.326

#4 · Kolhapurcell 4800000284

distance 0.336

#5 · Solapurcell 4960012163

distance 0.336 · cross-district

#6 · Kolhapurcell 4800000285

distance 0.341

#7 · Sataracell 4940005223

distance 0.348 · cross-district

#8 · Kolhapurcell 4800000283

distance 0.355

#9 · Kolhapurcell 4800000280

distance 0.356

#10 · Kolhapurcell 4800000687

distance 0.357

#11 · Sataracell 4940006693

distance 0.357 · cross-district

#12 · Sataracell 4940006254

distance 0.361 · cross-district

#13 · Ratnagiricell 4920005810

distance 0.366 · cross-district

#14 · Sataracell 4940005702

distance 0.372 · cross-district

#15 · Ahmednagarcell 4660011947

distance 0.373 · cross-district

#16 · Sataracell 4940006366

distance 0.373 · cross-district

#17 · Sataracell 4940001048

distance 0.374 · cross-district

#18 · Solapurcell 4960010841

distance 0.375 · 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":4800000287}}}'

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.