Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001477

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001656

distance 0.182

#2 · Hingolicell 4770002071

distance 0.202

#3 · Amravaticell 4680010548

distance 0.204 · cross-district

#4 · Hingolicell 4770000823

distance 0.212

#5 · Hingolicell 4770001188

distance 0.213

#6 · Beedcell 4700002931

distance 0.215 · cross-district

#7 · Hingolicell 4770001555

distance 0.215

#8 · Beedcell 4700002585

distance 0.216 · cross-district

#9 · Hingolicell 4770001538

distance 0.216

#10 · Washimcell 4990000535

distance 0.219 · cross-district

#11 · Washimcell 4990002399

distance 0.219 · cross-district

#12 · Nandedcell 4850000546

distance 0.219 · cross-district

#13 · Washimcell 4990002659

distance 0.22 · cross-district

#14 · Hingolicell 4770001646

distance 0.222

#15 · Hingolicell 4770001064

distance 0.223

#16 · Hingolicell 4770001530

distance 0.224

#17 · Jalnacell 4790000832

distance 0.225 · cross-district

#18 · Hingolicell 4770003805

distance 0.225

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":4770001477}}}'

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.