Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007377

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007823

distance 0.087

#2 · Parbhanicell 4890001757

distance 0.11 · cross-district

#3 · Parbhanicell 4890002178

distance 0.115 · cross-district

#4 · Parbhanicell 4890002013

distance 0.118 · cross-district

#5 · Parbhanicell 4890003578

distance 0.119 · cross-district

#6 · Parbhanicell 4890001918

distance 0.121 · cross-district

#7 · Parbhanicell 4890002172

distance 0.124 · cross-district

#8 · Jalnacell 4790000102

distance 0.125 · cross-district

#9 · Parbhanicell 4890001836

distance 0.129 · cross-district

#10 · Parbhanicell 4890002006

distance 0.131 · cross-district

#11 · Parbhanicell 4890002009

distance 0.132 · cross-district

#12 · Jalnacell 4790001056

distance 0.132 · cross-district

#13 · Parbhanicell 4890003320

distance 0.136 · cross-district

#14 · Parbhanicell 4890001919

distance 0.137 · cross-district

#15 · Parbhanicell 4890002017

distance 0.141 · cross-district

#16 · Parbhanicell 4890001764

distance 0.141 · cross-district

#17 · Parbhanicell 4890003524

distance 0.142 · cross-district

#18 · Parbhanicell 4890001676

distance 0.143 · 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":4700007377}}}'

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.