Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003269

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

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003024

distance 0.25

#2 · Washimcell 4990004351

distance 0.299 · cross-district

#3 · Hingolicell 4770003337

distance 0.304

#4 · Hingolicell 4770003186

distance 0.315

#5 · Nagpurcell 4840005944

distance 0.318 · cross-district

#6 · Hingolicell 4770003263

distance 0.325

#7 · Nagpurcell 4840005829

distance 0.338 · cross-district

#8 · Gondiacell 4760002977

distance 0.34 · cross-district

#9 · Buldhanacell 4720007273

distance 0.348 · cross-district

#10 · Buldhanacell 4720007784

distance 0.348 · cross-district

#11 · Sataracell 4940002505

distance 0.352 · cross-district

#12 · Ahmednagarcell 4660013563

distance 0.358 · cross-district

#13 · Hingolicell 4770002533

distance 0.36

#14 · Akolacell 4670004403

distance 0.364 · cross-district

#15 · Gondiacell 4760002659

distance 0.368 · cross-district

#16 · Solapurcell 4960010842

distance 0.369 · cross-district

#17 · Buldhanacell 4720007153

distance 0.373 · cross-district

#18 · Buldhanacell 4720007271

distance 0.374 · 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":4770003269}}}'

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.