Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005307

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004621

distance 0.132

#2 · Parbhanicell 4890004836

distance 0.147

#3 · Parbhanicell 4890004427

distance 0.151

#4 · Buldhanacell 4720005860

distance 0.153 · cross-district

#5 · Buldhanacell 4720003504

distance 0.156 · cross-district

#6 · Beedcell 4700005571

distance 0.157 · cross-district

#7 · Amravaticell 4680001635

distance 0.163 · cross-district

#8 · Parbhanicell 4890004525

distance 0.166

#9 · Amravaticell 4680000947

distance 0.167 · cross-district

#10 · Parbhanicell 4890004795

distance 0.168

#11 · Jalnacell 4790003752

distance 0.169 · cross-district

#12 · Jalnacell 4790003157

distance 0.169 · cross-district

#13 · Buldhanacell 4720005884

distance 0.169 · cross-district

#14 · Jalnacell 4790001810

distance 0.17 · cross-district

#15 · Parbhanicell 4890003766

distance 0.175

#16 · Nagpurcell 4840006381

distance 0.176 · cross-district

#17 · Beedcell 4700007142

distance 0.177 · cross-district

#18 · Amravaticell 4680006054

distance 0.178 · 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":489,"cluster_id":4890005307}}}'

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.