Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000703

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000597

distance 0.088

#2 · Dharashivcell 4880004366

distance 0.109 · cross-district

#3 · Beedcell 4700004319

distance 0.129

#4 · Beedcell 4700000601

distance 0.13

#5 · Dharashivcell 4880004624

distance 0.131 · cross-district

#6 · Beedcell 4700003967

distance 0.132

#7 · Beedcell 4700004657

distance 0.136

#8 · Parbhanicell 4890000676

distance 0.138 · cross-district

#9 · Beedcell 4700000705

distance 0.14

#10 · Parbhanicell 4890000618

distance 0.14 · cross-district

#11 · Dharashivcell 4880004538

distance 0.146 · cross-district

#12 · Parbhanicell 4890000674

distance 0.149 · cross-district

#13 · Dharashivcell 4880004627

distance 0.152 · cross-district

#14 · Dharashivcell 4880004625

distance 0.153 · cross-district

#15 · Parbhanicell 4890000731

distance 0.154 · cross-district

#16 · Parbhanicell 4890000573

distance 0.155 · cross-district

#17 · Akolacell 4670000555

distance 0.155 · cross-district

#18 · Beedcell 4700005712

distance 0.155

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":4700000703}}}'

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.