Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004747

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004880

distance 0.097

#2 · Parbhanicell 4890004697

distance 0.11

#3 · Parbhanicell 4890004233

distance 0.111

#4 · Parbhanicell 4890004182

distance 0.116

#5 · Jalnacell 4790003505

distance 0.116 · cross-district

#6 · Parbhanicell 4890004387

distance 0.119

#7 · Jalnacell 4790004015

distance 0.121 · cross-district

#8 · Parbhanicell 4890004316

distance 0.121

#9 · Parbhanicell 4890004230

distance 0.122

#10 · Jalnacell 4790003675

distance 0.122 · cross-district

#11 · Parbhanicell 4890004328

distance 0.122

#12 · Parbhanicell 4890004368

distance 0.125

#13 · Parbhanicell 4890004338

distance 0.126

#14 · Parbhanicell 4890003813

distance 0.128

#15 · Parbhanicell 4890004849

distance 0.129

#16 · Parbhanicell 4890004745

distance 0.13

#17 · Jalnacell 4790002729

distance 0.131 · cross-district

#18 · Parbhanicell 4890004367

distance 0.131

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":4890004747}}}'

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.