Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002058

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007724

distance 0.085 · cross-district

#2 · Beedcell 4700008202

distance 0.109 · cross-district

#3 · Parbhanicell 4890002795

distance 0.11

#4 · Jalnacell 4790000173

distance 0.111 · cross-district

#5 · Jalnacell 4790000045

distance 0.112 · cross-district

#6 · Parbhanicell 4890002961

distance 0.115

#7 · Jalnacell 4790000250

distance 0.115 · cross-district

#8 · Parbhanicell 4890003213

distance 0.115

#9 · Beedcell 4700008190

distance 0.117 · cross-district

#10 · Beedcell 4700008191

distance 0.118 · cross-district

#11 · Parbhanicell 4890003483

distance 0.118

#12 · Parbhanicell 4890002970

distance 0.12

#13 · Parbhanicell 4890003210

distance 0.12

#14 · Beedcell 4700007831

distance 0.13 · cross-district

#15 · Parbhanicell 4890002792

distance 0.131

#16 · Parbhanicell 4890003421

distance 0.132

#17 · Parbhanicell 4890002061

distance 0.133

#18 · Jalnacell 4790001340

distance 0.134 · 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":4890002058}}}'

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.