Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003764

The MH-36 locality cells most similar to this Hingoli 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003703

distance 0.142

#2 · Beedcell 4700000359

distance 0.185 · cross-district

#3 · Beedcell 4700000054

distance 0.243 · cross-district

#4 · Nandedcell 4850002920

distance 0.259 · cross-district

#5 · Akolacell 4670001730

distance 0.259 · cross-district

#6 · Washimcell 4990002722

distance 0.262 · cross-district

#7 · Buldhanacell 4720002000

distance 0.271 · cross-district

#8 · Buldhanacell 4720001058

distance 0.277 · cross-district

#9 · Hingolicell 4770000135

distance 0.278

#10 · Dharashivcell 4880002761

distance 0.279 · cross-district

#11 · Beedcell 4700005004

distance 0.28 · cross-district

#12 · Punecell 4900007631

distance 0.282 · cross-district

#13 · Ahmednagarcell 4660003914

distance 0.29 · cross-district

#14 · Akolacell 4670004260

distance 0.291 · cross-district

#15 · Dharashivcell 4880005931

distance 0.294 · cross-district

#16 · Beedcell 4700000289

distance 0.294 · cross-district

#17 · Hingolicell 4770001445

distance 0.294

#18 · Dharashivcell 4880001824

distance 0.294 · 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":477,"cluster_id":4770003764}}}'

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.