Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006098

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001190

distance 0.164 · cross-district

#2 · Sanglicell 4930005411

distance 0.23

#3 · Sanglicell 4930001668

distance 0.23

#4 · Sataracell 4940001078

distance 0.239 · cross-district

#5 · Sataracell 4940003231

distance 0.24 · cross-district

#6 · Sanglicell 4930006722

distance 0.241

#7 · Sataracell 4940003576

distance 0.242 · cross-district

#8 · Sataracell 4940004753

distance 0.25 · cross-district

#9 · Sataracell 4940003578

distance 0.25 · cross-district

#10 · Punecell 4900004566

distance 0.251 · cross-district

#11 · Sataracell 4940005873

distance 0.251 · cross-district

#12 · Ahmednagarcell 4660013222

distance 0.259 · cross-district

#13 · Sataracell 4940005664

distance 0.265 · cross-district

#14 · Sanglicell 4930006962

distance 0.266

#15 · Sataracell 4940002289

distance 0.267 · cross-district

#16 · Sataracell 4940001194

distance 0.268 · cross-district

#17 · Ahmednagarcell 4660012870

distance 0.269 · cross-district

#18 · Ahmednagarcell 4660012871

distance 0.269 · 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":4930006098}}}'

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.