Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001671

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000597

distance 0.313 · cross-district

#2 · Kolhapurcell 4800005470

distance 0.323 · cross-district

#3 · Sanglicell 4930001517

distance 0.343

#4 · Nashikcell 4870004256

distance 0.346 · cross-district

#5 · Sataracell 4940001181

distance 0.346 · cross-district

#6 · Nashikcell 4870005715

distance 0.347 · cross-district

#7 · Solapurcell 4960011489

distance 0.362 · cross-district

#8 · Nashikcell 4870001409

distance 0.363 · cross-district

#9 · Nashikcell 4870010005

distance 0.364 · cross-district

#10 · Nashikcell 4870009746

distance 0.364 · cross-district

#11 · Ahmednagarcell 4660001728

distance 0.366 · cross-district

#12 · Akolacell 4670000389

distance 0.367 · cross-district

#13 · Nashikcell 4870003653

distance 0.368 · cross-district

#14 · Ahmednagarcell 4660013718

distance 0.37 · cross-district

#15 · Solapurcell 4960008618

distance 0.374 · cross-district

#16 · Buldhanacell 4720007893

distance 0.379 · cross-district

#17 · Nashikcell 4870003825

distance 0.38 · cross-district

#18 · Sataracell 4940004405

distance 0.384 · 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":4930001671}}}'

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.