Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007176

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007017

distance 0.155

#2 · Solapurcell 4960002265

distance 0.218 · cross-district

#3 · Solapurcell 4960010209

distance 0.221 · cross-district

#4 · Solapurcell 4960002822

distance 0.232 · cross-district

#5 · Solapurcell 4960001636

distance 0.238 · cross-district

#6 · Solapurcell 4960009025

distance 0.242 · cross-district

#7 · Sanglicell 4930006842

distance 0.243

#8 · Ahmednagarcell 4660003416

distance 0.244 · cross-district

#9 · Solapurcell 4960002808

distance 0.245 · cross-district

#10 · Solapurcell 4960011983

distance 0.246 · cross-district

#11 · Ahmednagarcell 4660003090

distance 0.247 · cross-district

#12 · Solapurcell 4960000313

distance 0.249 · cross-district

#13 · Ahmednagarcell 4660003945

distance 0.252 · cross-district

#14 · Solapurcell 4960009513

distance 0.256 · cross-district

#15 · Solapurcell 4960009602

distance 0.264 · cross-district

#16 · Ahmednagarcell 4660000252

distance 0.264 · cross-district

#17 · Ahmednagarcell 4660002809

distance 0.264 · cross-district

#18 · Nashikcell 4870005404

distance 0.267 · 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":4930007176}}}'

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.