Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004409

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004309

distance 0.076

#2 · Parbhanicell 4890004140

distance 0.085

#3 · Parbhanicell 4890004306

distance 0.088

#4 · Parbhanicell 4890004398

distance 0.094

#5 · Parbhanicell 4890004559

distance 0.102

#6 · Parbhanicell 4890004452

distance 0.114

#7 · Parbhanicell 4890004589

distance 0.116

#8 · Parbhanicell 4890004674

distance 0.117

#9 · Parbhanicell 4890004544

distance 0.117

#10 · Parbhanicell 4890004141

distance 0.118

#11 · Parbhanicell 4890004498

distance 0.119

#12 · Parbhanicell 4890004629

distance 0.121

#13 · Jalnacell 4790002652

distance 0.121 · cross-district

#14 · Parbhanicell 4890004355

distance 0.123

#15 · Parbhanicell 4890004735

distance 0.123

#16 · Parbhanicell 4890004314

distance 0.123

#17 · Parbhanicell 4890004501

distance 0.123

#18 · Parbhanicell 4890004402

distance 0.124

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":4890004409}}}'

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.