Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007153

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006437

distance 0.108

#2 · Beedcell 4700006812

distance 0.109

#3 · Beedcell 4700006703

distance 0.117

#4 · Parbhanicell 4890004425

distance 0.12 · cross-district

#5 · Parbhanicell 4890004378

distance 0.122 · cross-district

#6 · Parbhanicell 4890004426

distance 0.125 · cross-district

#7 · Beedcell 4700007143

distance 0.127

#8 · Parbhanicell 4890000681

distance 0.127 · cross-district

#9 · Parbhanicell 4890005387

distance 0.132 · cross-district

#10 · Buldhanacell 4720006429

distance 0.136 · cross-district

#11 · Solapurcell 4960001445

distance 0.136 · cross-district

#12 · Buldhanacell 4720006357

distance 0.138 · cross-district

#13 · Jalnacell 4790001734

distance 0.138 · cross-district

#14 · Parbhanicell 4890003621

distance 0.139 · cross-district

#15 · Washimcell 4990000035

distance 0.14 · cross-district

#16 · Buldhanacell 4720005599

distance 0.14 · cross-district

#17 · Jalnacell 4790003326

distance 0.14 · cross-district

#18 · Buldhanacell 4720005023

distance 0.142 · 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":4700007153}}}'

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.