Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007797

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008511

distance 0.135

#2 · Parbhanicell 4890004043

distance 0.141 · cross-district

#3 · Jalnacell 4790002980

distance 0.145 · cross-district

#4 · Jalnacell 4790002727

distance 0.146 · cross-district

#5 · Beedcell 4700007514

distance 0.147

#6 · Parbhanicell 4890001977

distance 0.148 · cross-district

#7 · Beedcell 4700007144

distance 0.155

#8 · Jalnacell 4790003650

distance 0.159 · cross-district

#9 · Jalnacell 4790002970

distance 0.163 · cross-district

#10 · Beedcell 4700001737

distance 0.166

#11 · Beedcell 4700008075

distance 0.169

#12 · Beedcell 4700007433

distance 0.17

#13 · Buldhanacell 4720000795

distance 0.171 · cross-district

#14 · Jalnacell 4790001482

distance 0.171 · cross-district

#15 · Jalnacell 4790004081

distance 0.171 · cross-district

#16 · Jalnacell 4790001860

distance 0.173 · cross-district

#17 · Washimcell 4990001917

distance 0.175 · cross-district

#18 · Beedcell 4700007519

distance 0.175

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":4700007797}}}'

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.