Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002810

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002298

distance 0.102 · cross-district

#2 · Ahmednagarcell 4660002007

distance 0.114 · cross-district

#3 · Ahmednagarcell 4660001909

distance 0.122 · cross-district

#4 · Beedcell 4700002823

distance 0.13

#5 · Ahmednagarcell 4660001702

distance 0.131 · cross-district

#6 · Beedcell 4700000616

distance 0.14

#7 · Ahmednagarcell 4660001597

distance 0.141 · cross-district

#8 · Ahmednagarcell 4660001592

distance 0.148 · cross-district

#9 · Beedcell 4700002642

distance 0.153

#10 · Ahmednagarcell 4660001285

distance 0.154 · cross-district

#11 · Dharashivcell 4880006233

distance 0.157 · cross-district

#12 · Ahmednagarcell 4660002398

distance 0.16 · cross-district

#13 · Ahmednagarcell 4660001120

distance 0.161 · cross-district

#14 · Ahmednagarcell 4660001496

distance 0.165 · cross-district

#15 · Ahmednagarcell 4660002207

distance 0.165 · cross-district

#16 · Ahmednagarcell 4660001590

distance 0.167 · cross-district

#17 · Ahmednagarcell 4660001489

distance 0.168 · cross-district

#18 · Solapurcell 4960006591

distance 0.17 · 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":4700002810}}}'

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.