Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004737

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006439

distance 0.141

#2 · Sanglicell 4930006374

distance 0.143

#3 · Sanglicell 4930006300

distance 0.144

#4 · Solapurcell 4960000238

distance 0.15 · cross-district

#5 · Sanglicell 4930004573

distance 0.152

#6 · Punecell 4900004845

distance 0.16 · cross-district

#7 · Sanglicell 4930004853

distance 0.164

#8 · Dharashivcell 4880002697

distance 0.165 · cross-district

#9 · Dharashivcell 4880000182

distance 0.167 · cross-district

#10 · Sanglicell 4930004591

distance 0.168

#11 · Ahmednagarcell 4660001548

distance 0.168 · cross-district

#12 · Dharashivcell 4880000703

distance 0.168 · cross-district

#13 · Sanglicell 4930006440

distance 0.17

#14 · Sanglicell 4930004740

distance 0.17

#15 · Dharashivcell 4880005380

distance 0.172 · cross-district

#16 · Ahmednagarcell 4660000750

distance 0.173 · cross-district

#17 · Dharashivcell 4880002336

distance 0.173 · cross-district

#18 · Dharashivcell 4880000955

distance 0.174 · 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":4930004737}}}'

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.