Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002351

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002281

distance 0.152

#2 · Hingolicell 4770002028

distance 0.166

#3 · Hingolicell 4770002488

distance 0.175

#4 · Hingolicell 4770002085

distance 0.183

#5 · Hingolicell 4770002095

distance 0.183

#6 · Hingolicell 4770002158

distance 0.192

#7 · Hingolicell 4770002149

distance 0.195

#8 · Hingolicell 4770003333

distance 0.195

#9 · Hingolicell 4770002027

distance 0.198

#10 · Hingolicell 4770001962

distance 0.199

#11 · Hingolicell 4770002622

distance 0.2

#12 · Hingolicell 4770002023

distance 0.201

#13 · Hingolicell 4770002496

distance 0.202

#14 · Hingolicell 4770003397

distance 0.203

#15 · Hingolicell 4770002216

distance 0.204

#16 · Hingolicell 4770002032

distance 0.205

#17 · Hingolicell 4770002426

distance 0.205

#18 · Hingolicell 4770002491

distance 0.21

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":4770002351}}}'

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.