Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005049

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005013

distance 0.102

#2 · Hingolicell 4770001958

distance 0.119 · cross-district

#3 · Hingolicell 4770003389

distance 0.137 · cross-district

#4 · Hingolicell 4770003319

distance 0.148 · cross-district

#5 · Parbhanicell 4890005042

distance 0.15

#6 · Hingolicell 4770002764

distance 0.157 · cross-district

#7 · Hingolicell 4770002613

distance 0.164 · cross-district

#8 · Parbhanicell 4890005238

distance 0.168

#9 · Parbhanicell 4890005166

distance 0.171

#10 · Parbhanicell 4890004554

distance 0.182

#11 · Parbhanicell 4890005343

distance 0.188

#12 · Parbhanicell 4890004411

distance 0.188

#13 · Amravaticell 4680004219

distance 0.191 · cross-district

#14 · Parbhanicell 4890004309

distance 0.192

#15 · Hingolicell 4770000682

distance 0.192 · cross-district

#16 · Parbhanicell 4890004851

distance 0.193

#17 · Hingolicell 4770002484

distance 0.194 · cross-district

#18 · Parbhanicell 4890004409

distance 0.194

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":4890005049}}}'

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.