Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006612

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003563

distance 0.201 · cross-district

#2 · Sataracell 4940005880

distance 0.202 · cross-district

#3 · Sataracell 4940003212

distance 0.209 · cross-district

#4 · Solapurcell 4960006752

distance 0.215 · cross-district

#5 · Sataracell 4940005482

distance 0.225 · cross-district

#6 · Sataracell 4940002101

distance 0.227 · cross-district

#7 · Sataracell 4940001520

distance 0.231 · cross-district

#8 · Sataracell 4940003684

distance 0.242 · cross-district

#9 · Sanglicell 4930006623

distance 0.243

#10 · Sataracell 4940002997

distance 0.247 · cross-district

#11 · Sanglicell 4930006689

distance 0.251

#12 · Sataracell 4940001443

distance 0.254 · cross-district

#13 · Sanglicell 4930006854

distance 0.264

#14 · Sataracell 4940005518

distance 0.265 · cross-district

#15 · Sataracell 4940004535

distance 0.266 · cross-district

#16 · Sanglicell 4930006800

distance 0.267

#17 · Sataracell 4940002761

distance 0.27 · cross-district

#18 · Sataracell 4940003562

distance 0.275 · 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":4930006612}}}'

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.