Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003233

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003374

distance 0.058

#2 · Hingolicell 4770003313

distance 0.067

#3 · Hingolicell 4770002484

distance 0.068

#4 · Hingolicell 4770003239

distance 0.068

#5 · Hingolicell 4770002274

distance 0.071

#6 · Hingolicell 4770003456

distance 0.078

#7 · Parbhanicell 4890005233

distance 0.079 · cross-district

#8 · Hingolicell 4770003384

distance 0.085

#9 · Hingolicell 4770003314

distance 0.086

#10 · Hingolicell 4770003156

distance 0.09

#11 · Hingolicell 4770002344

distance 0.09

#12 · Parbhanicell 4890005005

distance 0.092 · cross-district

#13 · Hingolicell 4770003241

distance 0.092

#14 · Hingolicell 4770002615

distance 0.093

#15 · Hingolicell 4770003387

distance 0.094

#16 · Hingolicell 4770003240

distance 0.094

#17 · Parbhanicell 4890005126

distance 0.096 · cross-district

#18 · Hingolicell 4770002912

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":4770003233}}}'

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.