Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005006

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003075

distance 0.107 · cross-district

#2 · Hingolicell 4770002919

distance 0.12 · cross-district

#3 · Hingolicell 4770003236

distance 0.145 · cross-district

#4 · Hingolicell 4770003155

distance 0.153 · cross-district

#5 · Parbhanicell 4890003654

distance 0.161

#6 · Parbhanicell 4890004353

distance 0.192

#7 · Amravaticell 4680004599

distance 0.196 · cross-district

#8 · Hingolicell 4770002762

distance 0.198 · cross-district

#9 · Parbhanicell 4890004449

distance 0.2

#10 · Parbhanicell 4890003723

distance 0.204

#11 · Parbhanicell 4890003716

distance 0.205

#12 · Hingolicell 4770002990

distance 0.21 · cross-district

#13 · Parbhanicell 4890005086

distance 0.211

#14 · Nagpurcell 4840005782

distance 0.215 · cross-district

#15 · Hingolicell 4770003311

distance 0.215 · cross-district

#16 · Nagpurcell 4840004468

distance 0.216 · cross-district

#17 · Amravaticell 4680004588

distance 0.217 · cross-district

#18 · Parbhanicell 4890003762

distance 0.218

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":4890005006}}}'

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.