Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003295

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001876

distance 0.19 · cross-district

#2 · Parbhanicell 4890004391

distance 0.207 · cross-district

#3 · Hingolicell 4770002670

distance 0.21

#4 · Hingolicell 4770002466

distance 0.215

#5 · Parbhanicell 4890005318

distance 0.221 · cross-district

#6 · Hingolicell 4770002602

distance 0.225

#7 · Parbhanicell 4890005419

distance 0.236 · cross-district

#8 · Hingolicell 4770002827

distance 0.237

#9 · Parbhanicell 4890004925

distance 0.237 · cross-district

#10 · Jalnacell 4790006488

distance 0.241 · cross-district

#11 · Hingolicell 4770002668

distance 0.249

#12 · Parbhanicell 4890005418

distance 0.249 · cross-district

#13 · Hingolicell 4770002901

distance 0.25

#14 · Buldhanacell 4720007589

distance 0.258 · cross-district

#15 · Hingolicell 4770002671

distance 0.259

#16 · Hingolicell 4770002829

distance 0.259

#17 · Hingolicell 4770002748

distance 0.263

#18 · Hingolicell 4770002908

distance 0.264

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":4770003295}}}'

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.