Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002129

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000857

distance 0.347

#2 · Akolacell 4670003947

distance 0.365 · cross-district

#3 · Solapurcell 4960009519

distance 0.372 · cross-district

#4 · Hingolicell 4770002516

distance 0.382

#5 · Hingolicell 4770002128

distance 0.408

#6 · Chhatrapati Sambhajinagarcell 4690003298

distance 0.423 · cross-district

#7 · Hingolicell 4770002310

distance 0.427

#8 · Chhatrapati Sambhajinagarcell 4690002274

distance 0.435 · cross-district

#9 · Jalnacell 4790005670

distance 0.44 · cross-district

#10 · Akolacell 4670002265

distance 0.441 · cross-district

#11 · Jalgaoncell 4780005617

distance 0.443 · cross-district

#12 · Nagpurcell 4840004617

distance 0.45 · cross-district

#13 · Gondiacell 4760003809

distance 0.451 · cross-district

#14 · Yavatmalcell 5000005490

distance 0.453 · cross-district

#15 · Jalgaoncell 4780005913

distance 0.456 · cross-district

#16 · Solapurcell 4960005063

distance 0.458 · cross-district

#17 · Parbhanicell 4890002812

distance 0.458 · cross-district

#18 · Beedcell 4700001024

distance 0.459 · 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":4770002129}}}'

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.