Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000004

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001353

distance 0.157 · cross-district

#2 · Parbhanicell 4890000173

distance 0.169

#3 · Parbhanicell 4890000364

distance 0.18

#4 · Ahmednagarcell 4660005962

distance 0.183 · cross-district

#5 · Parbhanicell 4890000080

distance 0.189

#6 · Dharashivcell 4880002864

distance 0.189 · cross-district

#7 · Dharashivcell 4880005371

distance 0.189 · cross-district

#8 · Hingolicell 4770000297

distance 0.19 · cross-district

#9 · Parbhanicell 4890000019

distance 0.192

#10 · Dharashivcell 4880003960

distance 0.193 · cross-district

#11 · Sanglicell 4930001933

distance 0.195 · cross-district

#12 · Beedcell 4700000952

distance 0.197 · cross-district

#13 · Beedcell 4700007218

distance 0.197 · cross-district

#14 · Laturcell 4810005966

distance 0.197 · cross-district

#15 · Ahmednagarcell 4660006075

distance 0.202 · cross-district

#16 · Beedcell 4700005460

distance 0.202 · cross-district

#17 · Nandedcell 4850002024

distance 0.203 · cross-district

#18 · Nandedcell 4850001633

distance 0.204 · 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":4890000004}}}'

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.