Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006471

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001535

distance 0.147 · cross-district

#2 · Buldhanacell 4720000074

distance 0.164 · cross-district

#3 · Jalgaoncell 4780006845

distance 0.167 · cross-district

#4 · Wardhacell 4980005470

distance 0.169 · cross-district

#5 · Wardhacell 4980005442

distance 0.171 · cross-district

#6 · Amravaticell 4680000216

distance 0.175 · cross-district

#7 · Buldhanacell 4720007613

distance 0.177 · cross-district

#8 · Yavatmalcell 5000011556

distance 0.181 · cross-district

#9 · Wardhacell 4980003688

distance 0.182 · cross-district

#10 · Jalgaoncell 4780006549

distance 0.186 · cross-district

#11 · Yavatmalcell 5000011400

distance 0.189 · cross-district

#12 · Wardhacell 4980003689

distance 0.198 · cross-district

#13 · Yavatmalcell 5000001774

distance 0.2 · cross-district

#14 · Jalgaoncell 4780003710

distance 0.201 · cross-district

#15 · Yavatmalcell 5000011401

distance 0.202 · cross-district

#16 · Wardhacell 4980005404

distance 0.203 · cross-district

#17 · Nandedcell 4850002510

distance 0.204 · cross-district

#18 · Jalgaoncell 4780006701

distance 0.204 · 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":4700006471}}}'

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.