Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000407

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

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000408

distance 0.057

#2 · Hingolicell 4770000509

distance 0.088

#3 · Parbhanicell 4890002771

distance 0.112 · cross-district

#4 · Hingolicell 4770000569

distance 0.123

#5 · Hingolicell 4770000399

distance 0.126

#6 · Hingolicell 4770000439

distance 0.13

#7 · Parbhanicell 4890002616

distance 0.142 · cross-district

#8 · Hingolicell 4770000511

distance 0.15

#9 · Hingolicell 4770000609

distance 0.151

#10 · Parbhanicell 4890002614

distance 0.16 · cross-district

#11 · Hingolicell 4770000567

distance 0.161

#12 · Parbhanicell 4890002861

distance 0.162 · cross-district

#13 · Hingolicell 4770001023

distance 0.164

#14 · Parbhanicell 4890001701

distance 0.164 · cross-district

#15 · Parbhanicell 4890002697

distance 0.168 · cross-district

#16 · Hingolicell 4770000104

distance 0.168

#17 · Parbhanicell 4890002285

distance 0.168 · cross-district

#18 · Parbhanicell 4890002449

distance 0.169 · 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":4770000407}}}'

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.