Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007017

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007176

distance 0.155

#2 · Sanglicell 4930006842

distance 0.197

#3 · Solapurcell 4960001636

distance 0.199 · cross-district

#4 · Ahmednagarcell 4660002459

distance 0.202 · cross-district

#5 · Sanglicell 4930007138

distance 0.21

#6 · Ahmednagarcell 4660003090

distance 0.212 · cross-district

#7 · Solapurcell 4960002526

distance 0.213 · cross-district

#8 · Ahmednagarcell 4660002036

distance 0.221 · cross-district

#9 · Punecell 4900007984

distance 0.225 · cross-district

#10 · Sataracell 4940001908

distance 0.228 · cross-district

#11 · Sanglicell 4930005137

distance 0.228

#12 · Solapurcell 4960001889

distance 0.228 · cross-district

#13 · Sanglicell 4930006162

distance 0.229

#14 · Solapurcell 4960000313

distance 0.23 · cross-district

#15 · Solapurcell 4960002822

distance 0.23 · cross-district

#16 · Ahmednagarcell 4660002887

distance 0.242 · cross-district

#17 · Solapurcell 4960009602

distance 0.244 · cross-district

#18 · Sanglicell 4930007107

distance 0.245

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":4930007017}}}'

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.