Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001116

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001594

distance 0.161

#2 · Hingolicell 4770000248

distance 0.199 · cross-district

#3 · Parbhanicell 4890001515

distance 0.2

#4 · Parbhanicell 4890001602

distance 0.202

#5 · Parbhanicell 4890000701

distance 0.202

#6 · Nandedcell 4850003961

distance 0.213 · cross-district

#7 · Beedcell 4700005142

distance 0.216 · cross-district

#8 · Buldhanacell 4720002152

distance 0.221 · cross-district

#9 · Jalnacell 4790002300

distance 0.222 · cross-district

#10 · Parbhanicell 4890001612

distance 0.226

#11 · Beedcell 4700006974

distance 0.229 · cross-district

#12 · Parbhanicell 4890000438

distance 0.237

#13 · Beedcell 4700005467

distance 0.243 · cross-district

#14 · Buldhanacell 4720001959

distance 0.246 · cross-district

#15 · Jalnacell 4790002885

distance 0.248 · cross-district

#16 · Beedcell 4700002740

distance 0.25 · cross-district

#17 · Beedcell 4700008247

distance 0.25 · cross-district

#18 · Beedcell 4700006955

distance 0.251 · 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":4890001116}}}'

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.