Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003849

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003725

distance 0.135

#2 · Parbhanicell 4890003770

distance 0.151

#3 · Parbhanicell 4890004803

distance 0.157

#4 · Parbhanicell 4890004096

distance 0.162

#5 · Buldhanacell 4720006516

distance 0.163 · cross-district

#6 · Parbhanicell 4890004151

distance 0.171

#7 · Nagpurcell 4840006804

distance 0.179 · cross-district

#8 · Jalnacell 4790002732

distance 0.191 · cross-district

#9 · Akolacell 4670003442

distance 0.194 · cross-district

#10 · Jalgaoncell 4780003840

distance 0.196 · cross-district

#11 · Buldhanacell 4720005710

distance 0.197 · cross-district

#12 · Parbhanicell 4890004538

distance 0.199

#13 · Hingolicell 4770000369

distance 0.199 · cross-district

#14 · Buldhanacell 4720006448

distance 0.199 · cross-district

#15 · Hingolicell 4770000433

distance 0.201 · cross-district

#16 · Akolacell 4670001279

distance 0.201 · cross-district

#17 · Parbhanicell 4890004022

distance 0.203

#18 · Buldhanacell 4720005890

distance 0.205 · 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":4890003849}}}'

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.