Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004309

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004308

distance 0.077

#2 · Sanglicell 4930005118

distance 0.102

#3 · Solapurcell 4960000510

distance 0.116 · cross-district

#4 · Solapurcell 4960000166

distance 0.118 · cross-district

#5 · Ahmednagarcell 4660000529

distance 0.118 · cross-district

#6 · Ahmednagarcell 4660000590

distance 0.119 · cross-district

#7 · Ahmednagarcell 4660000413

distance 0.123 · cross-district

#8 · Solapurcell 4960005105

distance 0.126 · cross-district

#9 · Sanglicell 4930004990

distance 0.127

#10 · Sanglicell 4930005585

distance 0.127

#11 · Ahmednagarcell 4660001256

distance 0.128 · cross-district

#12 · Sanglicell 4930005375

distance 0.129

#13 · Solapurcell 4960012357

distance 0.13 · cross-district

#14 · Punecell 4900004721

distance 0.13 · cross-district

#15 · Beedcell 4700005355

distance 0.132 · cross-district

#16 · Ahmednagarcell 4660000323

distance 0.132 · cross-district

#17 · Solapurcell 4960000052

distance 0.133 · cross-district

#18 · Solapurcell 4960000407

distance 0.133 · 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":4930004309}}}'

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.