Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006782

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006938

distance 0.121

#2 · Sataracell 4940002343

distance 0.13 · cross-district

#3 · Sanglicell 4930006903

distance 0.132

#4 · Sanglicell 4930006723

distance 0.144

#5 · Sataracell 4940002567

distance 0.148 · cross-district

#6 · Sataracell 4940001617

distance 0.154 · cross-district

#7 · Sanglicell 4930006780

distance 0.159

#8 · Sataracell 4940003344

distance 0.159 · cross-district

#9 · Sataracell 4940002230

distance 0.165 · cross-district

#10 · Sanglicell 4930007000

distance 0.17

#11 · Sanglicell 4930006720

distance 0.17

#12 · Sataracell 4940001917

distance 0.171 · cross-district

#13 · Sataracell 4940002344

distance 0.171 · cross-district

#14 · Sanglicell 4930007190

distance 0.172

#15 · Sataracell 4940002335

distance 0.173 · cross-district

#16 · Sataracell 4940001619

distance 0.174 · cross-district

#17 · Sataracell 4940001618

distance 0.176 · cross-district

#18 · Solapurcell 4960004055

distance 0.182 · 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":4930006782}}}'

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.