Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001563

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002974

distance 0.227

#2 · Jalgaoncell 4780002578

distance 0.253 · cross-district

#3 · Akolacell 4670001471

distance 0.291 · cross-district

#4 · Amravaticell 4680001080

distance 0.294 · cross-district

#5 · Nagpurcell 4840004379

distance 0.301 · cross-district

#6 · Wardhacell 4980004047

distance 0.303 · cross-district

#7 · Chandrapurcell 4730003866

distance 0.306 · cross-district

#8 · Washimcell 4990003664

distance 0.315 · cross-district

#9 · Akolacell 4670001611

distance 0.317 · cross-district

#10 · Amravaticell 4680007511

distance 0.321 · cross-district

#11 · Nandedcell 4850000856

distance 0.324 · cross-district

#12 · Hingolicell 4770003136

distance 0.324

#13 · Chandrapurcell 4730002528

distance 0.33 · cross-district

#14 · Washimcell 4990003787

distance 0.334 · cross-district

#15 · Parbhanicell 4890001703

distance 0.336 · cross-district

#16 · Jalgaoncell 4780003965

distance 0.342 · cross-district

#17 · Sataracell 4940002121

distance 0.342 · cross-district

#18 · Chandrapurcell 4730001799

distance 0.343 · 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":4770001563}}}'

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.