Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001247

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000771

distance 0.122

#2 · Hingolicell 4770001124

distance 0.137

#3 · Hingolicell 4770000883

distance 0.16

#4 · Washimcell 4990000524

distance 0.163 · cross-district

#5 · Washimcell 4990001508

distance 0.164 · cross-district

#6 · Hingolicell 4770001323

distance 0.164

#7 · Hingolicell 4770000838

distance 0.167

#8 · Washimcell 4990002867

distance 0.171 · cross-district

#9 · Washimcell 4990002815

distance 0.171 · cross-district

#10 · Parbhanicell 4890002043

distance 0.173 · cross-district

#11 · Nandedcell 4850007395

distance 0.174 · cross-district

#12 · Washimcell 4990002054

distance 0.175 · cross-district

#13 · Washimcell 4990001195

distance 0.175 · cross-district

#14 · Parbhanicell 4890001860

distance 0.175 · cross-district

#15 · Jalnacell 4790000245

distance 0.179 · cross-district

#16 · Hingolicell 4770001652

distance 0.183

#17 · Nashikcell 4870006671

distance 0.184 · cross-district

#18 · Washimcell 4990000468

distance 0.186 · 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":4770001247}}}'

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.