Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006926

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006982

distance 0.128

#2 · Ahmednagarcell 4660008556

distance 0.156 · cross-district

#3 · Ahmednagarcell 4660001625

distance 0.165 · cross-district

#4 · Ahmednagarcell 4660002637

distance 0.167 · cross-district

#5 · Ahmednagarcell 4660001930

distance 0.168 · cross-district

#6 · Ahmednagarcell 4660001724

distance 0.17 · cross-district

#7 · Ahmednagarcell 4660002635

distance 0.176 · cross-district

#8 · Ahmednagarcell 4660002035

distance 0.177 · cross-district

#9 · Solapurcell 4960006380

distance 0.182 · cross-district

#10 · Solapurcell 4960006632

distance 0.188 · cross-district

#11 · Punecell 4900004872

distance 0.189 · cross-district

#12 · Solapurcell 4960005977

distance 0.189 · cross-district

#13 · Solapurcell 4960006229

distance 0.192 · cross-district

#14 · Ahmednagarcell 4660000457

distance 0.196 · cross-district

#15 · Ahmednagarcell 4660002886

distance 0.2 · cross-district

#16 · Punecell 4900006418

distance 0.201 · cross-district

#17 · Beedcell 4700003496

distance 0.205 · cross-district

#18 · Nashikcell 4870005866

distance 0.205 · 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":4930006926}}}'

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.