Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004106

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003854

distance 0.1

#2 · Jalnacell 4790001645

distance 0.1 · cross-district

#3 · Beedcell 4700007370

distance 0.125 · cross-district

#4 · Beedcell 4700007366

distance 0.127 · cross-district

#5 · Beedcell 4700008097

distance 0.129 · cross-district

#6 · Beedcell 4700006723

distance 0.13 · cross-district

#7 · Beedcell 4700007740

distance 0.134 · cross-district

#8 · Jalnacell 4790000563

distance 0.136 · cross-district

#9 · Beedcell 4700008516

distance 0.139 · cross-district

#10 · Beedcell 4700006305

distance 0.147 · cross-district

#11 · Parbhanicell 4890001820

distance 0.148

#12 · Parbhanicell 4890003929

distance 0.15

#13 · Parbhanicell 4890003302

distance 0.15

#14 · Jalnacell 4790002716

distance 0.151 · cross-district

#15 · Beedcell 4700007708

distance 0.151 · cross-district

#16 · Parbhanicell 4890001208

distance 0.154

#17 · Jalnacell 4790000362

distance 0.155 · cross-district

#18 · Jalnacell 4790003571

distance 0.159 · 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":4890004106}}}'

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.