Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001463

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

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007681

distance 0.23 · cross-district

#2 · Nandedcell 4850004924

distance 0.231 · cross-district

#3 · Nandedcell 4850003345

distance 0.232 · cross-district

#4 · Nandedcell 4850005327

distance 0.244 · cross-district

#5 · Hingolicell 4770000246

distance 0.254 · cross-district

#6 · Beedcell 4700008218

distance 0.257 · cross-district

#7 · Jalnacell 4790003472

distance 0.259 · cross-district

#8 · Nandedcell 4850004594

distance 0.265 · cross-district

#9 · Nandedcell 4850005613

distance 0.267 · cross-district

#10 · Beedcell 4700004811

distance 0.27 · cross-district

#11 · Dharashivcell 4880005878

distance 0.271 · cross-district

#12 · Nandedcell 4850004531

distance 0.272 · cross-district

#13 · Nandedcell 4850004988

distance 0.273 · cross-district

#14 · Nandedcell 4850005768

distance 0.273 · cross-district

#15 · Dharashivcell 4880003095

distance 0.276 · cross-district

#16 · Parbhanicell 4890000236

distance 0.279

#17 · Beedcell 4700008832

distance 0.282 · cross-district

#18 · Laturcell 4810002580

distance 0.288 · 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":4890001463}}}'

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.