Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005231

The MH-36 locality cells most similar to this Parbhani 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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002348

distance 0.079 · cross-district

#2 · Hingolicell 4770003309

distance 0.096 · cross-district

#3 · Parbhanicell 4890005192

distance 0.098

#4 · Hingolicell 4770002416

distance 0.098 · cross-district

#5 · Hingolicell 4770003320

distance 0.109 · cross-district

#6 · Hingolicell 4770003247

distance 0.113 · cross-district

#7 · Hingolicell 4770003316

distance 0.118 · cross-district

#8 · Hingolicell 4770003163

distance 0.125 · cross-district

#9 · Parbhanicell 4890004682

distance 0.131

#10 · Parbhanicell 4890005230

distance 0.131

#11 · Parbhanicell 4890005264

distance 0.134

#12 · Hingolicell 4770003317

distance 0.14 · cross-district

#13 · Hingolicell 4770003391

distance 0.142 · cross-district

#14 · Parbhanicell 4890005371

distance 0.143

#15 · Hingolicell 4770002680

distance 0.144 · cross-district

#16 · Parbhanicell 4890005163

distance 0.147

#17 · Parbhanicell 4890005007

distance 0.152

#18 · Parbhanicell 4890004627

distance 0.157

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":489,"cluster_id":4890005231}}}'

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.