Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006907

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007000

distance 0.135

#2 · Sataracell 4940003577

distance 0.151 · cross-district

#3 · Sataracell 4940002797

distance 0.19 · cross-district

#4 · Sataracell 4940005532

distance 0.201 · cross-district

#5 · Sanglicell 4930006938

distance 0.203

#6 · Sataracell 4940002344

distance 0.208 · cross-district

#7 · Sanglicell 4930006999

distance 0.21

#8 · Sanglicell 4930006903

distance 0.211

#9 · Sataracell 4940005162

distance 0.213 · cross-district

#10 · Sataracell 4940005768

distance 0.213 · cross-district

#11 · Sataracell 4940002343

distance 0.215 · cross-district

#12 · Sataracell 4940002567

distance 0.217 · cross-district

#13 · Sataracell 4940002230

distance 0.217 · cross-district

#14 · Sataracell 4940001917

distance 0.221 · cross-district

#15 · Sataracell 4940002335

distance 0.223 · cross-district

#16 · Sanglicell 4930006375

distance 0.229

#17 · Sanglicell 4930006782

distance 0.234

#18 · Sataracell 4940005544

distance 0.234 · 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":4930006907}}}'

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.