Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006590

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006798

distance 0.174

#2 · Sataracell 4940001881

distance 0.191 · cross-district

#3 · Sataracell 4940001865

distance 0.192 · cross-district

#4 · Sataracell 4940001866

distance 0.195 · cross-district

#5 · Sanglicell 4930006592

distance 0.199

#6 · Sataracell 4940002284

distance 0.205 · cross-district

#7 · Sanglicell 4930006674

distance 0.208

#8 · Sataracell 4940001509

distance 0.21 · cross-district

#9 · Sataracell 4940001496

distance 0.216 · cross-district

#10 · Sataracell 4940001682

distance 0.217 · cross-district

#11 · Sataracell 4940003769

distance 0.217 · cross-district

#12 · Sataracell 4940002632

distance 0.219 · cross-district

#13 · Sataracell 4940001861

distance 0.221 · cross-district

#14 · Sataracell 4940003420

distance 0.221 · cross-district

#15 · Sataracell 4940001501

distance 0.221 · cross-district

#16 · Sataracell 4940002291

distance 0.222 · cross-district

#17 · Sataracell 4940002087

distance 0.225 · cross-district

#18 · Sataracell 4940001586

distance 0.228 · 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":4930006590}}}'

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.