Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002334

The MH-36 locality cells most similar to this Sangli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005421

distance 0.285 · cross-district

#2 · Sanglicell 4930002514

distance 0.313

#3 · Nashikcell 4870003831

distance 0.33 · cross-district

#4 · Solapurcell 4960002977

distance 0.333 · cross-district

#5 · Sataracell 4940001704

distance 0.334 · cross-district

#6 · Nashikcell 4870005560

distance 0.369 · cross-district

#7 · Sanglicell 4930004639

distance 0.371

#8 · Nashikcell 4870005140

distance 0.372 · cross-district

#9 · Nashikcell 4870006292

distance 0.372 · cross-district

#10 · Nashikcell 4870006898

distance 0.377 · cross-district

#11 · Nashikcell 4870007045

distance 0.378 · cross-district

#12 · Nashikcell 4870005857

distance 0.383 · cross-district

#13 · Nagpurcell 4840006802

distance 0.39 · cross-district

#14 · Ahmednagarcell 4660006277

distance 0.394 · cross-district

#15 · Nashikcell 4870006739

distance 0.394 · cross-district

#16 · Ahmednagarcell 4660001336

distance 0.396 · cross-district

#17 · Nashikcell 4870005126

distance 0.399 · cross-district

#18 · Nashikcell 4870007634

distance 0.399 · 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":493,"cluster_id":4930002334}}}'

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.