Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003127

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 6 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 · Punecell 4900005009

distance 0.154 · cross-district

#2 · Punecell 4900007141

distance 0.174 · cross-district

#3 · Ahmednagarcell 4660000985

distance 0.177 · cross-district

#4 · Ahmednagarcell 4660002281

distance 0.179 · cross-district

#5 · Sanglicell 4930004986

distance 0.183 · cross-district

#6 · Ahmednagarcell 4660002576

distance 0.186 · cross-district

#7 · Ahmednagarcell 4660013180

distance 0.192 · cross-district

#8 · Punecell 4900002791

distance 0.194 · cross-district

#9 · Punecell 4900005929

distance 0.205 · cross-district

#10 · Solapurcell 4960011463

distance 0.206 · cross-district

#11 · Punecell 4900005546

distance 0.209 · cross-district

#12 · Punecell 4900005383

distance 0.21 · cross-district

#13 · Punecell 4900005670

distance 0.21 · cross-district

#14 · Ahmednagarcell 4660002754

distance 0.213 · cross-district

#15 · Beedcell 4700000026

distance 0.216

#16 · Ahmednagarcell 4660000019

distance 0.217 · cross-district

#17 · Beedcell 4700006007

distance 0.218

#18 · Buldhanacell 4720001664

distance 0.222 · 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":4700003127}}}'

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.