Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006511

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004853

distance 0.1

#2 · Solapurcell 4960000094

distance 0.108 · cross-district

#3 · Sanglicell 4930004573

distance 0.14

#4 · Dharashivcell 4880000928

distance 0.155 · cross-district

#5 · Sanglicell 4930006439

distance 0.159

#6 · Ahmednagarcell 4660000541

distance 0.163 · cross-district

#7 · Ahmednagarcell 4660003118

distance 0.164 · cross-district

#8 · Ahmednagarcell 4660000410

distance 0.168 · cross-district

#9 · Beedcell 4700002205

distance 0.168 · cross-district

#10 · Ahmednagarcell 4660001767

distance 0.168 · cross-district

#11 · Ahmednagarcell 4660000737

distance 0.168 · cross-district

#12 · Sanglicell 4930006582

distance 0.17

#13 · Beedcell 4700000770

distance 0.171 · cross-district

#14 · Ahmednagarcell 4660000675

distance 0.172 · cross-district

#15 · Beedcell 4700001140

distance 0.173 · cross-district

#16 · Punecell 4900005411

distance 0.173 · cross-district

#17 · Ahmednagarcell 4660002666

distance 0.175 · cross-district

#18 · Sanglicell 4930004569

distance 0.175

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":4930006511}}}'

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.