Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005255

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003231

distance 0.124 · cross-district

#2 · Parbhanicell 4890005283

distance 0.131

#3 · Parbhanicell 4890005285

distance 0.168

#4 · Parbhanicell 4890005161

distance 0.17

#5 · Parbhanicell 4890005190

distance 0.171

#6 · Hingolicell 4770003321

distance 0.174 · cross-district

#7 · Parbhanicell 4890004907

distance 0.18

#8 · Amravaticell 4680001794

distance 0.18 · cross-district

#9 · Amravaticell 4680001905

distance 0.186 · cross-district

#10 · Hingolicell 4770002989

distance 0.189 · cross-district

#11 · Hingolicell 4770002685

distance 0.194 · cross-district

#12 · Buldhanacell 4720006033

distance 0.195 · cross-district

#13 · Akolacell 4670004348

distance 0.196 · cross-district

#14 · Amravaticell 4680002320

distance 0.199 · cross-district

#15 · Jalnacell 4790006647

distance 0.2 · cross-district

#16 · Amravaticell 4680003516

distance 0.201 · cross-district

#17 · Amravaticell 4680004022

distance 0.201 · cross-district

#18 · Parbhanicell 4890005370

distance 0.202

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":4890005255}}}'

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.