Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005658

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012475

distance 0.154 · cross-district

#2 · Beedcell 4700007008

distance 0.17

#3 · Ahmednagarcell 4660001198

distance 0.174 · cross-district

#4 · Solapurcell 4960012574

distance 0.175 · cross-district

#5 · Solapurcell 4960012508

distance 0.189 · cross-district

#6 · Beedcell 4700005941

distance 0.19

#7 · Ahmednagarcell 4660001494

distance 0.197 · cross-district

#8 · Solapurcell 4960012626

distance 0.198 · cross-district

#9 · Beedcell 4700002461

distance 0.199

#10 · Ahmednagarcell 4660001386

distance 0.2 · cross-district

#11 · Solapurcell 4960012526

distance 0.203 · cross-district

#12 · Beedcell 4700002305

distance 0.204

#13 · Ahmednagarcell 4660010450

distance 0.205 · cross-district

#14 · Ahmednagarcell 4660000698

distance 0.208 · cross-district

#15 · Sanglicell 4930002410

distance 0.208 · cross-district

#16 · Ahmednagarcell 4660001895

distance 0.209 · cross-district

#17 · Ahmednagarcell 4660002192

distance 0.21 · cross-district

#18 · Sanglicell 4930000753

distance 0.211 · 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":470,"cluster_id":4700005658}}}'

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.