Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004970

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001840

distance 0.185 · cross-district

#2 · Hingolicell 4770002432

distance 0.202 · cross-district

#3 · Nagpurcell 4840006067

distance 0.217 · cross-district

#4 · Parbhanicell 4890005208

distance 0.237

#5 · Nagpurcell 4840004797

distance 0.24 · cross-district

#6 · Parbhanicell 4890004923

distance 0.245

#7 · Parbhanicell 4890004924

distance 0.247

#8 · Hingolicell 4770002211

distance 0.248 · cross-district

#9 · Hingolicell 4770002215

distance 0.25 · cross-district

#10 · Parbhanicell 4890005016

distance 0.25

#11 · Parbhanicell 4890005347

distance 0.251

#12 · Hingolicell 4770002153

distance 0.255 · cross-district

#13 · Parbhanicell 4890004922

distance 0.262

#14 · Buldhanacell 4720007268

distance 0.263 · cross-district

#15 · Hingolicell 4770002147

distance 0.267 · cross-district

#16 · Nagpurcell 4840004926

distance 0.269 · cross-district

#17 · Nagpurcell 4840004463

distance 0.271 · cross-district

#18 · Hingolicell 4770003263

distance 0.271 · 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":489,"cluster_id":4890004970}}}'

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.