Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007442

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002464

distance 0.131 · cross-district

#2 · Jalnacell 4790001885

distance 0.155 · cross-district

#3 · Jalnacell 4790002266

distance 0.176 · cross-district

#4 · Beedcell 4700001769

distance 0.178

#5 · Buldhanacell 4720000059

distance 0.18 · cross-district

#6 · Jalnacell 4790000898

distance 0.181 · cross-district

#7 · Nandedcell 4850002686

distance 0.182 · cross-district

#8 · Beedcell 4700000476

distance 0.185

#9 · Jalnacell 4790000611

distance 0.187 · cross-district

#10 · Jalnacell 4790001963

distance 0.19 · cross-district

#11 · Akolacell 4670000027

distance 0.194 · cross-district

#12 · Laturcell 4810001048

distance 0.198 · cross-district

#13 · Buldhanacell 4720000389

distance 0.201 · cross-district

#14 · Jalnacell 4790003018

distance 0.201 · cross-district

#15 · Laturcell 4810001911

distance 0.201 · cross-district

#16 · Buldhanacell 4720001700

distance 0.201 · cross-district

#17 · Dharashivcell 4880005855

distance 0.203 · cross-district

#18 · Laturcell 4810000839

distance 0.203 · 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":4700007442}}}'

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.