Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004152

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

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004524

distance 0.162 · cross-district

#2 · Sanglicell 4930006928

distance 0.163 · cross-district

#3 · Ahmednagarcell 4660007488

distance 0.165 · cross-district

#4 · Punecell 4900008427

distance 0.177 · cross-district

#5 · Ahmednagarcell 4660007952

distance 0.177 · cross-district

#6 · Ahmednagarcell 4660004264

distance 0.182 · cross-district

#7 · Ahmednagarcell 4660003825

distance 0.186 · cross-district

#8 · Punecell 4900007258

distance 0.191 · cross-district

#9 · Sanglicell 4930007081

distance 0.191 · cross-district

#10 · Ahmednagarcell 4660007804

distance 0.192 · cross-district

#11 · Ahmednagarcell 4660008717

distance 0.194 · cross-district

#12 · Punecell 4900007739

distance 0.196 · cross-district

#13 · Punecell 4900008422

distance 0.198 · cross-district

#14 · Punecell 4900003985

distance 0.201 · cross-district

#15 · Ahmednagarcell 4660004121

distance 0.206 · cross-district

#16 · Punecell 4900003612

distance 0.21 · cross-district

#17 · Ahmednagarcell 4660014086

distance 0.212 · cross-district

#18 · Punecell 4900007983

distance 0.212 · 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":4700004152}}}'

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.