Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003344

The MH-36 locality cells most similar to this Satara 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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002343

distance 0.091

#2 · Sataracell 4940003460

distance 0.094

#3 · Sataracell 4940002567

distance 0.101

#4 · Sanglicell 4930007029

distance 0.11 · cross-district

#5 · Sataracell 4940002229

distance 0.119

#6 · Sanglicell 4930006937

distance 0.12 · cross-district

#7 · Sanglicell 4930006931

distance 0.128 · cross-district

#8 · Sanglicell 4930006781

distance 0.136 · cross-district

#9 · Sataracell 4940002788

distance 0.136

#10 · Sataracell 4940002790

distance 0.139

#11 · Sataracell 4940003577

distance 0.142

#12 · Sanglicell 4930006938

distance 0.145 · cross-district

#13 · Sataracell 4940001713

distance 0.147

#14 · Sanglicell 4930007000

distance 0.154 · cross-district

#15 · Sataracell 4940001617

distance 0.156

#16 · Sataracell 4940001812

distance 0.159

#17 · Sanglicell 4930006782

distance 0.159 · cross-district

#18 · Sataracell 4940003808

distance 0.16

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":494,"cluster_id":4940003344}}}'

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.