Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009103

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850009066

distance 0.166

#2 · Jalgaoncell 4780001816

distance 0.19 · cross-district

#3 · Buldhanacell 4720007511

distance 0.195 · cross-district

#4 · Nandedcell 4850009090

distance 0.199

#5 · Wardhacell 4980000385

distance 0.203 · cross-district

#6 · Jalgaoncell 4780005013

distance 0.203 · cross-district

#7 · Nandedcell 4850009097

distance 0.203

#8 · Yavatmalcell 5000004365

distance 0.203 · cross-district

#9 · Yavatmalcell 5000001598

distance 0.204 · cross-district

#10 · Nandedcell 4850009084

distance 0.206

#11 · Yavatmalcell 5000005266

distance 0.207 · cross-district

#12 · Chandrapurcell 4730005636

distance 0.209 · cross-district

#13 · Wardhacell 4980003953

distance 0.21 · cross-district

#14 · Yavatmalcell 5000004528

distance 0.21 · cross-district

#15 · Yavatmalcell 5000003831

distance 0.21 · cross-district

#16 · Amravaticell 4680000253

distance 0.211 · cross-district

#17 · Yavatmalcell 5000010748

distance 0.214 · cross-district

#18 · Yavatmalcell 5000003479

distance 0.214 · 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":485,"cluster_id":4850009103}}}'

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.