Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004410

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004175

distance 0.209 · cross-district

#2 · Ahmednagarcell 4660001667

distance 0.212 · cross-district

#3 · Sanglicell 4930004839

distance 0.229

#4 · Sanglicell 4930004707

distance 0.244

#5 · Ahmednagarcell 4660000321

distance 0.248 · cross-district

#6 · Sanglicell 4930003771

distance 0.248

#7 · Sanglicell 4930005235

distance 0.249

#8 · Beedcell 4700001629

distance 0.25 · cross-district

#9 · Sanglicell 4930004268

distance 0.251

#10 · Sanglicell 4930004108

distance 0.252

#11 · Ahmednagarcell 4660004753

distance 0.254 · cross-district

#12 · Sanglicell 4930004418

distance 0.255

#13 · Sanglicell 4930003770

distance 0.256

#14 · Ahmednagarcell 4660002975

distance 0.26 · cross-district

#15 · Solapurcell 4960000633

distance 0.262 · cross-district

#16 · Punecell 4900001609

distance 0.262 · cross-district

#17 · Ahmednagarcell 4660001772

distance 0.263 · cross-district

#18 · Sanglicell 4930004409

distance 0.263

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":4930004410}}}'

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.