Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002239

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002176

distance 0.054

#2 · Hingolicell 4770002599

distance 0.058

#3 · Hingolicell 4770002175

distance 0.06

#4 · Hingolicell 4770001865

distance 0.072

#5 · Hingolicell 4770003506

distance 0.072

#6 · Hingolicell 4770001866

distance 0.075

#7 · Hingolicell 4770001989

distance 0.078

#8 · Hingolicell 4770002258

distance 0.082

#9 · Hingolicell 4770002461

distance 0.084

#10 · Hingolicell 4770002716

distance 0.085

#11 · Hingolicell 4770001927

distance 0.085

#12 · Hingolicell 4770001923

distance 0.087

#13 · Hingolicell 4770003276

distance 0.089

#14 · Hingolicell 4770002058

distance 0.091

#15 · Hingolicell 4770003488

distance 0.095

#16 · Hingolicell 4770002888

distance 0.095

#17 · Hingolicell 4770002322

distance 0.097

#18 · Hingolicell 4770001997

distance 0.097

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":4770002239}}}'

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.