Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003264

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001062

distance 0.182 · cross-district

#2 · Nagpurcell 4840003458

distance 0.183 · cross-district

#3 · Nagpurcell 4840008084

distance 0.198 · cross-district

#4 · Parbhanicell 4890003753

distance 0.198

#5 · Amravaticell 4680007798

distance 0.199 · cross-district

#6 · Parbhanicell 4890001482

distance 0.204

#7 · Jalnacell 4790002931

distance 0.206 · cross-district

#8 · Parbhanicell 4890003763

distance 0.206

#9 · Hingolicell 4770000568

distance 0.208 · cross-district

#10 · Hingolicell 4770000397

distance 0.209 · cross-district

#11 · Akolacell 4670004340

distance 0.21 · cross-district

#12 · Wardhacell 4980003529

distance 0.211 · cross-district

#13 · Parbhanicell 4890003834

distance 0.214

#14 · Nagpurcell 4840005463

distance 0.214 · cross-district

#15 · Nagpurcell 4840005194

distance 0.214 · cross-district

#16 · Nagpurcell 4840007107

distance 0.215 · cross-district

#17 · Parbhanicell 4890002608

distance 0.215

#18 · Jalnacell 4790001412

distance 0.215 · 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":4890003264}}}'

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.