Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004473

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004889

distance 0.104

#2 · Jalnacell 4790003416

distance 0.112 · cross-district

#3 · Jalnacell 4790003502

distance 0.117 · cross-district

#4 · Parbhanicell 4890004227

distance 0.119

#5 · Parbhanicell 4890005245

distance 0.14

#6 · Beedcell 4700006828

distance 0.143 · cross-district

#7 · Jalnacell 4790003749

distance 0.145 · cross-district

#8 · Jalnacell 4790004098

distance 0.146 · cross-district

#9 · Jalnacell 4790002730

distance 0.152 · cross-district

#10 · Parbhanicell 4890004228

distance 0.153

#11 · Solapurcell 4960002054

distance 0.153 · cross-district

#12 · Jalnacell 4790003688

distance 0.157 · cross-district

#13 · Beedcell 4700006466

distance 0.161 · cross-district

#14 · Buldhanacell 4720004420

distance 0.164 · cross-district

#15 · Parbhanicell 4890005311

distance 0.165

#16 · Parbhanicell 4890004847

distance 0.167

#17 · Jalnacell 4790003518

distance 0.168 · cross-district

#18 · Parbhanicell 4890005213

distance 0.168

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":4890004473}}}'

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.