Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000444

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000455

distance 0.16

#2 · Beedcell 4700003299

distance 0.162 · cross-district

#3 · Parbhanicell 4890000138

distance 0.17

#4 · Nandedcell 4850003338

distance 0.172 · cross-district

#5 · Parbhanicell 4890000178

distance 0.178

#6 · Parbhanicell 4890000492

distance 0.19

#7 · Nandedcell 4850003168

distance 0.191 · cross-district

#8 · Nandedcell 4850002078

distance 0.192 · cross-district

#9 · Laturcell 4810005945

distance 0.194 · cross-district

#10 · Parbhanicell 4890000448

distance 0.196

#11 · Parbhanicell 4890000452

distance 0.199

#12 · Nandedcell 4850003191

distance 0.203 · cross-district

#13 · Parbhanicell 4890000526

distance 0.206

#14 · Laturcell 4810006013

distance 0.211 · cross-district

#15 · Laturcell 4810006022

distance 0.211 · cross-district

#16 · Laturcell 4810005545

distance 0.212 · cross-district

#17 · Parbhanicell 4890000820

distance 0.213

#18 · Hingolicell 4770000050

distance 0.214 · 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":4890000444}}}'

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.