Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007004

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006824

distance 0.188

#2 · Nashikcell 4870000933

distance 0.212 · cross-district

#3 · Sanglicell 4930006124

distance 0.215

#4 · Sataracell 4940001017

distance 0.221 · cross-district

#5 · Sanglicell 4930006701

distance 0.228

#6 · Solapurcell 4960002391

distance 0.23 · cross-district

#7 · Sataracell 4940001810

distance 0.235 · cross-district

#8 · Punecell 4900005527

distance 0.235 · cross-district

#9 · Sataracell 4940008025

distance 0.241 · cross-district

#10 · Sataracell 4940003691

distance 0.246 · cross-district

#11 · Sataracell 4940008797

distance 0.247 · cross-district

#12 · Sataracell 4940008418

distance 0.249 · cross-district

#13 · Ahmednagarcell 4660013893

distance 0.249 · cross-district

#14 · Sanglicell 4930007024

distance 0.25

#15 · Sanglicell 4930002169

distance 0.256

#16 · Sanglicell 4930006261

distance 0.256

#17 · Ahmednagarcell 4660003709

distance 0.256 · cross-district

#18 · Sataracell 4940006601

distance 0.256 · 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":4930007004}}}'

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.