Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007050

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002531

distance 0.135 · cross-district

#2 · Solapurcell 4960003776

distance 0.166 · cross-district

#3 · Solapurcell 4960003917

distance 0.167 · cross-district

#4 · Solapurcell 4960011979

distance 0.172 · cross-district

#5 · Sanglicell 4930006958

distance 0.174

#6 · Sataracell 4940003480

distance 0.175 · cross-district

#7 · Solapurcell 4960003912

distance 0.175 · cross-district

#8 · Solapurcell 4960002674

distance 0.184 · cross-district

#9 · Sanglicell 4930006846

distance 0.189

#10 · Sanglicell 4930007095

distance 0.192

#11 · Ahmednagarcell 4660001857

distance 0.192 · cross-district

#12 · Ahmednagarcell 4660002975

distance 0.195 · cross-district

#13 · Ahmednagarcell 4660001864

distance 0.196 · cross-district

#14 · Solapurcell 4960001400

distance 0.205 · cross-district

#15 · Sanglicell 4930007010

distance 0.205

#16 · Punecell 4900002629

distance 0.208 · cross-district

#17 · Ahmednagarcell 4660000988

distance 0.208 · cross-district

#18 · Sataracell 4940001616

distance 0.209 · 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":4930007050}}}'

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.