Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004836

The MH-36 locality cells most similar to this Parbhani 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 8 distinct districts

Index confidence

0.92

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 · Parbhanicell 4890005307

distance 0.147

#2 · Buldhanacell 4720005451

distance 0.152 · cross-district

#3 · Akolacell 4670000487

distance 0.156 · cross-district

#4 · Jalnacell 4790004172

distance 0.158 · cross-district

#5 · Amravaticell 4680001635

distance 0.159 · cross-district

#6 · Jalnacell 4790000393

distance 0.16 · cross-district

#7 · Buldhanacell 4720006830

distance 0.161 · cross-district

#8 · Buldhanacell 4720005088

distance 0.163 · cross-district

#9 · Beedcell 4700004655

distance 0.165 · cross-district

#10 · Jalgaoncell 4780005526

distance 0.166 · cross-district

#11 · Buldhanacell 4720006749

distance 0.166 · cross-district

#12 · Parbhanicell 4890004795

distance 0.166

#13 · Jalgaoncell 4780005680

distance 0.167 · cross-district

#14 · Jalgaoncell 4780005681

distance 0.167 · cross-district

#15 · Parbhanicell 4890004895

distance 0.167

#16 · Beedcell 4700004781

distance 0.168 · cross-district

#17 · Nagpurcell 4840004256

distance 0.169 · cross-district

#18 · Parbhanicell 4890004447

distance 0.169

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":489,"cluster_id":4890004836}}}'

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.